LSTM 2
Annie Yang
10/10/2020
1.0 Libraries
# Core Tidyverse
library(tidyverse)Registered S3 methods overwritten by 'dbplyr':
method from
print.tbl_lazy
print.tbl_sql
-- Attaching packages -------------------------------------------------------------------------------------------------------------------------- tidyverse 1.3.0 --
v ggplot2 3.3.0 v purrr 0.3.3
v tibble 3.0.0 v dplyr 1.0.2
v tidyr 1.1.2 v stringr 1.4.0
v readr 1.4.0 v forcats 0.5.0
-- Conflicts ----------------------------------------------------------------------------------------------------------------------------- tidyverse_conflicts() --
x dplyr::filter() masks stats::filter()
x dplyr::lag() masks stats::lag()library(glue)
Attaching package: 㤼㸱glue㤼㸲
The following object is masked from 㤼㸱package:dplyr㤼㸲:
collapselibrary(forcats)
# Time Series
library(timetk)
library(tidyquant)Loading required package: lubridate
Attaching package: 㤼㸱lubridate㤼㸲
The following objects are masked from 㤼㸱package:base㤼㸲:
date, intersect, setdiff, union
Loading required package: PerformanceAnalytics
Loading required package: xts
Loading required package: zoo
Attaching package: 㤼㸱zoo㤼㸲
The following objects are masked from 㤼㸱package:base㤼㸲:
as.Date, as.Date.numeric
Attaching package: 㤼㸱xts㤼㸲
The following objects are masked from 㤼㸱package:dplyr㤼㸲:
first, last
Attaching package: 㤼㸱PerformanceAnalytics㤼㸲
The following object is masked from 㤼㸱package:graphics㤼㸲:
legend
Loading required package: quantmod
Loading required package: TTR
Registered S3 method overwritten by 'quantmod':
method from
as.zoo.data.frame zoo
Version 0.4-0 included new data defaults. See ?getSymbols.
== Need to Learn tidyquant? =======================================================================================================================================
Business Science offers a 1-hour course - Learning Lab #9: Performance Analysis & Portfolio Optimization with tidyquant!
</> Learn more at: https://university.business-science.io/p/learning-labs-pro </>library(tibbletime)
Attaching package: 㤼㸱tibbletime㤼㸲
The following object is masked from 㤼㸱package:stats㤼㸲:
filter# Visualization
library(cowplot)
Attaching package: 㤼㸱cowplot㤼㸲
The following object is masked from 㤼㸱package:lubridate㤼㸲:
stamp# Preprocessing
library(recipes)
Attaching package: 㤼㸱recipes㤼㸲
The following object is masked from 㤼㸱package:stringr㤼㸲:
fixed
The following object is masked from 㤼㸱package:stats㤼㸲:
step# Sampling / Accuracy
library(rsample)
library(yardstick) For binary classification, the first factor level is assumed to be the event.
Use the argument `event_level = "second"` to alter this as needed.
Attaching package: 㤼㸱yardstick㤼㸲
The following object is masked from 㤼㸱package:readr㤼㸲:
spec# Modeling
library(keras)
Attaching package: 㤼㸱keras㤼㸲
The following object is masked from 㤼㸱package:yardstick㤼㸲:
get_weights2.0 Data
df <- read.csv("D:/IIT-master/CS-571-Data Preparation & Analysis-master/project/diabetes_ds/sample_dat.csv", sep=",", header=T, stringsAsFactors = T)
value <- df$IMPUTED
db.date <- paste0(df$YEAR,'-',df$MONTH,'-',df$DAY)
db.time <- paste0(df$HOUR,':',df$MIN,':',df$SEC)
cgm_data <- data.frame(value)
cgm_data$index <-as.POSIXct(paste(db.date, db.time), format="%Y-%m-%d %H:%M:%S")
#Re-ordered
cgm_data <- cgm_data[colnames(cgm_data)[c(2, 1)]]
cgm_data <- as_tbl_time(cgm_data, index = index)
cgm_data# A time tibble: 70,993 x 2
# Index: index
index value
<dttm> <dbl>
1 2019-01-26 04:34:25 4.55
2 2019-01-26 04:39:25 4.61
3 2019-01-26 04:44:25 4.72
4 2019-01-26 04:49:25 4.94
5 2019-01-26 04:54:25 5.16
6 2019-01-26 04:59:25 5.38
7 2019-01-26 05:04:24 5.66
8 2019-01-26 05:09:24 5.99
9 2019-01-26 05:14:25 6.33
10 2019-01-26 05:19:25 6.72
# ... with 70,983 more rows3.0 Exploratory Data Analysis
3.1 Visualizing Sunspot Data With Cowplot
`geom_smooth()` using formula 'y ~ x'
3.2 Evaluating The ACF
tidy_acf <- function(data, value, lags = 0:20) {
value_expr <- enquo(value)
acf_values <- data %>%
pull(value) %>%
acf(lag.max = tail(lags, 1), plot = FALSE) %>%
.$acf %>%
.[,,1]
ret <- tibble(acf = acf_values) %>%
rowid_to_column(var = "lag") %>%
mutate(lag = lag - 1) %>%
filter(lag %in% lags)
return(ret)
}cgm_data <- cgm_data %>%
filter_time("2019-08-01 00:00" ~ "2019-08-31 00:00")
max_lag <- 1000
cgm_data %>%
tidy_acf(value, lags = 0:max_lag)cgm_data %>%
tidy_acf(value, lags = 0:max_lag) %>%
ggplot(aes(lag, acf)) +
geom_segment(aes(xend = lag, yend = 0), color = palette_light()[[1]]) +
#geom_vline(xintercept = 2016, size = 3, color = palette_light()[[2]]) +
#annotate("text", label = "1 Week Mark", x = 130, y = 0.8,
# color = palette_light()[[2]], size = 3, hjust = 0) +
theme_tq() +
labs(title = "ACF: CGM ")
cgm_data %>%
tidy_acf(value, lags = 0:350) %>%
ggplot(aes(lag, acf)) +
#geom_vline(xintercept = 120, size = 3, color = palette_light()[[2]]) +
geom_segment(aes(xend = lag, yend = 0), color = palette_light()[[1]]) +
geom_point(color = palette_light()[[1]], size = 2) +
#geom_label(aes(label = acf %>% round(2)), vjust = -1,
# color = palette_light()[[1]]) +
#annotate("text", label = "10 Year Mark", x = 121, y = 0.8,
# color = palette_light()[[2]], size = 5, hjust = 0) +
theme_tq() +
labs(title = "ACF: CGM")
#, subtitle = "Zoomed in on Lags 115 to 135")optimal_lag_setting <- cgm_data %>%
tidy_acf(value, lags = 300:350) %>%
filter(acf == max(acf)) %>%
pull(lag)
optimal_lag_setting[1] 3094.0 Backtesting: Time Series Cross Validation
4.1 Developing A Backtesting Strategy
# Rolling origin forecast resampling # Plotting function for a single split
plot_split <- function(split, expand_y_axis = TRUE, alpha = 1, size = 1, base_size = 14) {
# Manipulate data
train_tbl <- training(split) %>%
add_column(key = "training")
test_tbl <- testing(split) %>%
add_column(key = "testing")
data_manipulated <- bind_rows(train_tbl, test_tbl) %>%
as_tbl_time(index = index) %>%
mutate(key = fct_relevel(key, "training", "testing"))
# Collect attributes
train_time_summary <- train_tbl %>%
tk_index() %>%
tk_get_timeseries_summary()
test_time_summary <- test_tbl %>%
tk_index() %>%
tk_get_timeseries_summary()
# Visualize
g <- data_manipulated %>%
ggplot(aes(x = index, y = value, color = key)) +
geom_line(size = size, alpha = alpha) +
theme_tq(base_size = base_size) +
scale_color_tq() +
labs(
title = glue("Split: {split$id}"),
subtitle = glue("{train_time_summary$start} to {test_time_summary$end}"),
y = "", x = ""
) +
theme(legend.position = "none")
return(g)
}rolling_origin_resamples$splits[[1]] %>%
plot_split() +
theme(legend.position = "bottom")
# Plotting function that scales to all splits
plot_sampling_plan <- function(sampling_tbl, expand_y_axis = TRUE,
ncol = 3, alpha = 1, size = 1, base_size = 14,
title = "Sampling Plan") {
# Map plot_split() to sampling_tbl
sampling_tbl_with_plots <- sampling_tbl %>%
mutate(gg_plots = map(splits, plot_split,
expand_y_axis = expand_y_axis,
alpha = alpha, base_size = base_size))
# Make plots with cowplot
plot_list <- sampling_tbl_with_plots$gg_plots
p_temp <- plot_list[[1]] + theme(legend.position = "bottom")
legend <- get_legend(p_temp)
p_body <- plot_grid(plotlist = plot_list, ncol = ncol)
p_title <- ggdraw() +
draw_label(title, size = 18, fontface = "bold", colour = palette_light()[[1]])
g <- plot_grid(p_title, p_body, legend, ncol = 1, rel_heights = c(0.05, 1, 0.05))
return(g)
}rolling_origin_resamples %>%
plot_sampling_plan(expand_y_axis = T, ncol = 3, alpha = 1, size = 1, base_size = 10,
title = "Backtesting Strategy: Rolling Origin Sampling Plan")
5.0 Modeling The Keras Stateful LSTM Model
#5.1 Single LSTM
split <- rolling_origin_resamples$splits[[1]]
split_id <- rolling_origin_resamples$id[[1]]5.1.1 Visualizing The Split
plot_split(split, expand_y_axis = FALSE, size = 1) +
theme(legend.position = "bottom") +
ggtitle(glue("Split: {split_id}"))
5.1.2 Data Setup
df_trn <- training(split)
df_tst <- testing(split)
df <- bind_rows(
df_trn %>% add_column(key = "training"),
df_tst %>% add_column(key = "testing")
) %>%
as_tbl_time(index = index)
df# A time tibble: 312 x 3
# Index: index
index value key
<dttm> <dbl> <chr>
1 2019-08-01 00:04:35 4.88 training
2 2019-08-01 00:09:35 5.16 training
3 2019-08-01 00:14:35 5.38 training
4 2019-08-01 00:19:35 5.55 training
5 2019-08-01 00:24:35 5.72 training
6 2019-08-01 00:29:35 5.88 training
7 2019-08-01 00:34:35 6.05 training
8 2019-08-01 00:39:35 5.94 training
9 2019-08-01 00:44:35 5.66 training
10 2019-08-01 00:49:35 5.38 training
# ... with 302 more rows5.1.3 Preprocessing With Recipes
rec_obj <- recipe(value ~ ., df) %>%
step_sqrt(value) %>%
step_center(value) %>%
step_scale(value) %>%
prep()
df_processed_tbl <- bake(rec_obj, df)
df_processed_tblcenter_history <- rec_obj$steps[[2]]$means["value"]
scale_history <- rec_obj$steps[[3]]$sds["value"]
c("center" = center_history, "scale" = scale_history)center.value scale.value
2.4759866 0.3292125 5.1.4 LSTM Plan
# Model inputs
lag_setting <- nrow(df_tst)
batch_size <- 12
train_length <- 12*12
tsteps <- 1
epochs <- 3005.1.5 2D And 3D Train/Test Arrays
# Training Set
lag_train_tbl <- df_processed_tbl %>%
mutate(value_lag = lag(value, n = lag_setting)) %>%
filter(!is.na(value_lag)) %>%
filter(key == "training") %>%
tail(train_length)
x_train_vec <- lag_train_tbl$value_lag
x_train_arr <- array(data = x_train_vec, dim = c(length(x_train_vec), 1, 1))
y_train_vec <- lag_train_tbl$value
y_train_arr <- array(data = y_train_vec, dim = c(length(y_train_vec), 1))
# Testing Set
lag_test_tbl <- df_processed_tbl %>%
mutate(
value_lag = lag(value, n = lag_setting)
) %>%
filter(!is.na(value_lag)) %>%
filter(key == "testing")
x_test_vec <- lag_test_tbl$value_lag
x_test_arr <- array(data = x_test_vec, dim = c(length(x_test_vec), 1, 1))
y_test_vec <- lag_test_tbl$value
y_test_arr <- array(data = y_test_vec, dim = c(length(y_test_vec), 1))5.1.6 Building The LSTM Model
model <- NULL
create_model <- function(){
keras_model_sequential() %>%
layer_lstm(units = 1,
input_shape = c(tsteps, 1),
batch_size = batch_size,
return_sequences = TRUE,
stateful = TRUE) %>%
#layer_lstm(units = 8,
# batch_size = batch_size,
# return_sequences = TRUE,
# stateful = TRUE) %>%
layer_dense(units = 32, activation = 'tanh') %>%
layer_dense(units = 24, activation = 'tanh') %>%
layer_dense(units = 16, activation = 'tanh') %>%
layer_dense(units = 8, activation = 'tanh') %>%
layer_lstm(units = 8,
batch_size = batch_size,
return_sequences = TRUE,
stateful = TRUE)%>%
compile(loss = 'mae', optimizer = 'adam')
}
model <- create_model()2020-12-01 22:21:40.369386: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll'; dlerror: cudart64_101.dll not found
2020-12-01 22:21:40.369656: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
2020-12-01 22:21:42.485016: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2020-12-01 22:21:42.693829: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
pciBusID: 0000:02:00.0 name: GeForce MX130 computeCapability: 5.0
coreClock: 1.189GHz coreCount: 3 deviceMemorySize: 2.00GiB deviceMemoryBandwidth: 37.33GiB/s
2020-12-01 22:21:42.698005: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll'; dlerror: cudart64_101.dll not found
2020-12-01 22:21:42.702349: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cublas64_10.dll'; dlerror: cublas64_10.dll not found
2020-12-01 22:21:42.706337: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cufft64_10.dll'; dlerror: cufft64_10.dll not found
2020-12-01 22:21:42.710462: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'curand64_10.dll'; dlerror: curand64_10.dll not found
2020-12-01 22:21:42.714324: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cusolver64_10.dll'; dlerror: cusolver64_10.dll not found
2020-12-01 22:21:42.718276: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cusparse64_10.dll'; dlerror: cusparse64_10.dll not found
2020-12-01 22:21:42.722187: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudnn64_7.dll'; dlerror: cudnn64_7.dll not found
2020-12-01 22:21:42.722471: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1598] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
2020-12-01 22:21:42.723378: I tensorflow/core/platform/cpu_feature_guard.cc:143] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
2020-12-01 22:21:42.732399: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x2c55a8b4a20 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2020-12-01 22:21:42.732849: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
2020-12-01 22:21:42.733222: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-12-01 22:21:42.733479: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1108] modelModel
Model: "sequential"
___________________________________________________________________________________________________________________________________________________________________
Layer (type) Output Shape Param #
===================================================================================================================================================================
lstm (LSTM) (12, 1, 1) 12
___________________________________________________________________________________________________________________________________________________________________
dense (Dense) (12, 1, 32) 64
___________________________________________________________________________________________________________________________________________________________________
dense_1 (Dense) (12, 1, 24) 792
___________________________________________________________________________________________________________________________________________________________________
dense_2 (Dense) (12, 1, 16) 400
___________________________________________________________________________________________________________________________________________________________________
dense_3 (Dense) (12, 1, 8) 136
___________________________________________________________________________________________________________________________________________________________________
lstm_1 (LSTM) (12, 1, 8) 544
===================================================================================================================================================================
Total params: 1,948
Trainable params: 1,948
Non-trainable params: 0
___________________________________________________________________________________________________________________________________________________________________5.1.7 Fitting The LSTM Model
for (i in 1:epochs) {
model %>% fit(x = x_train_arr,
y = y_train_arr,
batch_size = batch_size,
epochs = 1,
verbose = 1,
shuffle = FALSE)
model %>% reset_states()
cat("Epoch: ", i)
}
1/12 [=>............................] - ETA: 0s - loss: 1.7219
12/12 [==============================] - 0s 2ms/step - loss: 0.7664
12/12 [==============================] - 0s 2ms/step - loss: 0.7664
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.7190
12/12 [==============================] - 0s 2ms/step - loss: 0.7648
12/12 [==============================] - 0s 2ms/step - loss: 0.7648
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.7195
12/12 [==============================] - 0s 2ms/step - loss: 0.7635
12/12 [==============================] - 0s 2ms/step - loss: 0.7635
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.7199
8/12 [===================>..........] - ETA: 0s - loss: 0.8778
12/12 [==============================] - 0s 5ms/step - loss: 0.7625
12/12 [==============================] - 0s 5ms/step - loss: 0.7625
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.7203
12/12 [==============================] - 0s 2ms/step - loss: 0.7616
12/12 [==============================] - 0s 3ms/step - loss: 0.7616
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.7206
12/12 [==============================] - 0s 3ms/step - loss: 0.7607
12/12 [==============================] - 0s 3ms/step - loss: 0.7607
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.7209
12/12 [==============================] - 0s 3ms/step - loss: 0.7597
12/12 [==============================] - 0s 3ms/step - loss: 0.7597
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.7212
12/12 [==============================] - 0s 3ms/step - loss: 0.7586
12/12 [==============================] - 0s 3ms/step - loss: 0.7586
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.7216
12/12 [==============================] - 0s 3ms/step - loss: 0.7572
12/12 [==============================] - 0s 3ms/step - loss: 0.7572
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.7222
12/12 [==============================] - 0s 3ms/step - loss: 0.7556
12/12 [==============================] - 0s 4ms/step - loss: 0.7556
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.7229
12/12 [==============================] - 0s 3ms/step - loss: 0.7537
12/12 [==============================] - 0s 3ms/step - loss: 0.7537
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.7237
12/12 [==============================] - 0s 3ms/step - loss: 0.7514
12/12 [==============================] - 0s 3ms/step - loss: 0.7514
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.7248
12/12 [==============================] - 0s 3ms/step - loss: 0.7487
12/12 [==============================] - 0s 3ms/step - loss: 0.7487
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.7261
12/12 [==============================] - 0s 3ms/step - loss: 0.7456
12/12 [==============================] - 0s 3ms/step - loss: 0.7456
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.7276
12/12 [==============================] - 0s 3ms/step - loss: 0.7422
12/12 [==============================] - 0s 3ms/step - loss: 0.7422
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.7293
12/12 [==============================] - 0s 3ms/step - loss: 0.7384
12/12 [==============================] - 0s 3ms/step - loss: 0.7384
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.7312
12/12 [==============================] - 0s 3ms/step - loss: 0.7343
12/12 [==============================] - 0s 4ms/step - loss: 0.7343
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.7332
12/12 [==============================] - 0s 3ms/step - loss: 0.7298
12/12 [==============================] - 0s 3ms/step - loss: 0.7298
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.7353
12/12 [==============================] - 0s 3ms/step - loss: 0.7252
12/12 [==============================] - 0s 3ms/step - loss: 0.7252
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.7373
12/12 [==============================] - 0s 3ms/step - loss: 0.7206
12/12 [==============================] - 0s 3ms/step - loss: 0.7206
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.7390
12/12 [==============================] - 0s 3ms/step - loss: 0.7162
12/12 [==============================] - 0s 3ms/step - loss: 0.7162
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.7399
12/12 [==============================] - 0s 2ms/step - loss: 0.7123
12/12 [==============================] - 0s 3ms/step - loss: 0.7123
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.7393
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
12/12 [==============================] - 0s 3ms/step - loss: 0.7093
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.7366
12/12 [==============================] - 0s 2ms/step - loss: 0.7080
12/12 [==============================] - 0s 3ms/step - loss: 0.7080
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.7322
12/12 [==============================] - 0s 2ms/step - loss: 0.7105
12/12 [==============================] - 0s 3ms/step - loss: 0.7105
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.7296
12/12 [==============================] - 0s 2ms/step - loss: 0.7140
12/12 [==============================] - 0s 3ms/step - loss: 0.7140
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.7297
12/12 [==============================] - 0s 2ms/step - loss: 0.7175
12/12 [==============================] - 0s 3ms/step - loss: 0.7175
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.7279
12/12 [==============================] - 0s 2ms/step - loss: 0.7187
12/12 [==============================] - 0s 3ms/step - loss: 0.7187
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.7266
12/12 [==============================] - 0s 3ms/step - loss: 0.7204
12/12 [==============================] - 0s 3ms/step - loss: 0.7204
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.7280
12/12 [==============================] - 0s 2ms/step - loss: 0.7208
12/12 [==============================] - 0s 3ms/step - loss: 0.7208
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.7243
12/12 [==============================] - 0s 3ms/step - loss: 0.7275
12/12 [==============================] - 0s 3ms/step - loss: 0.7275
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.7266
12/12 [==============================] - 0s 3ms/step - loss: 0.7197
12/12 [==============================] - 0s 3ms/step - loss: 0.7197
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.7246
12/12 [==============================] - 0s 3ms/step - loss: 0.7232
12/12 [==============================] - 0s 4ms/step - loss: 0.7232
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.7192
12/12 [==============================] - 0s 3ms/step - loss: 0.7346
12/12 [==============================] - 0s 3ms/step - loss: 0.7346
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.7273
12/12 [==============================] - 0s 3ms/step - loss: 0.7239
12/12 [==============================] - 0s 3ms/step - loss: 0.7239
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.7123
12/12 [==============================] - 0s 3ms/step - loss: 0.7868
12/12 [==============================] - 0s 3ms/step - loss: 0.7868
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.6935
12/12 [==============================] - 0s 3ms/step - loss: 0.8080
12/12 [==============================] - 0s 3ms/step - loss: 0.8080
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.6939
12/12 [==============================] - 0s 3ms/step - loss: 0.7672
12/12 [==============================] - 0s 4ms/step - loss: 0.7672
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.6953
12/12 [==============================] - 0s 3ms/step - loss: 0.7449
12/12 [==============================] - 0s 4ms/step - loss: 0.7449
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.6945
12/12 [==============================] - 0s 3ms/step - loss: 0.7426
12/12 [==============================] - 0s 3ms/step - loss: 0.7426
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.6785
12/12 [==============================] - 0s 3ms/step - loss: 0.7574
12/12 [==============================] - 0s 3ms/step - loss: 0.7574
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.6596
12/12 [==============================] - 0s 2ms/step - loss: 0.7678
12/12 [==============================] - 0s 3ms/step - loss: 0.7678
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.6436
12/12 [==============================] - 0s 3ms/step - loss: 0.7736
12/12 [==============================] - 0s 3ms/step - loss: 0.7736
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.6207
12/12 [==============================] - 0s 3ms/step - loss: 0.7808
12/12 [==============================] - 0s 4ms/step - loss: 0.7808
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.5899
12/12 [==============================] - 0s 3ms/step - loss: 0.7848
12/12 [==============================] - 0s 3ms/step - loss: 0.7848
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.5665
12/12 [==============================] - 0s 3ms/step - loss: 0.7791
12/12 [==============================] - 0s 3ms/step - loss: 0.7791
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.5502
12/12 [==============================] - 0s 3ms/step - loss: 0.7684
12/12 [==============================] - 0s 3ms/step - loss: 0.7684
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.5353
12/12 [==============================] - 0s 3ms/step - loss: 0.7561
12/12 [==============================] - 0s 3ms/step - loss: 0.7561
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.5226
12/12 [==============================] - 0s 3ms/step - loss: 0.7443
12/12 [==============================] - 0s 3ms/step - loss: 0.7443
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.5152
12/12 [==============================] - 0s 2ms/step - loss: 0.7333
12/12 [==============================] - 0s 3ms/step - loss: 0.7333
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.5103
12/12 [==============================] - 0s 2ms/step - loss: 0.7241
12/12 [==============================] - 0s 4ms/step - loss: 0.7241
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.5035
12/12 [==============================] - 0s 2ms/step - loss: 0.7167
12/12 [==============================] - 0s 3ms/step - loss: 0.7167
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.4942
12/12 [==============================] - 0s 2ms/step - loss: 0.7097
12/12 [==============================] - 0s 3ms/step - loss: 0.7097
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.4843
12/12 [==============================] - 0s 2ms/step - loss: 0.7032
12/12 [==============================] - 0s 3ms/step - loss: 0.7032
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.4756
12/12 [==============================] - 0s 2ms/step - loss: 0.6979
12/12 [==============================] - 0s 3ms/step - loss: 0.6979
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.4737
12/12 [==============================] - 0s 2ms/step - loss: 0.6930
12/12 [==============================] - 0s 3ms/step - loss: 0.6930
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.4703
12/12 [==============================] - 0s 2ms/step - loss: 0.6902
12/12 [==============================] - 0s 3ms/step - loss: 0.6902
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.4609
12/12 [==============================] - 0s 2ms/step - loss: 0.6883
12/12 [==============================] - 0s 3ms/step - loss: 0.6883
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.4516
12/12 [==============================] - 0s 3ms/step - loss: 0.6865
12/12 [==============================] - 0s 3ms/step - loss: 0.6865
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.4445
12/12 [==============================] - 0s 3ms/step - loss: 0.6846
12/12 [==============================] - 0s 3ms/step - loss: 0.6846
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.4373
12/12 [==============================] - 0s 3ms/step - loss: 0.6828
12/12 [==============================] - 0s 3ms/step - loss: 0.6828
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.4298
12/12 [==============================] - 0s 3ms/step - loss: 0.6811
12/12 [==============================] - 0s 3ms/step - loss: 0.6811
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.4234
12/12 [==============================] - 0s 3ms/step - loss: 0.6793
12/12 [==============================] - 0s 3ms/step - loss: 0.6793
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.4174
12/12 [==============================] - 0s 3ms/step - loss: 0.6778
12/12 [==============================] - 0s 3ms/step - loss: 0.6778
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.4114
12/12 [==============================] - 0s 3ms/step - loss: 0.6763
12/12 [==============================] - 0s 3ms/step - loss: 0.6763
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.4059
12/12 [==============================] - 0s 3ms/step - loss: 0.6748
12/12 [==============================] - 0s 3ms/step - loss: 0.6748
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.4006
12/12 [==============================] - 0s 3ms/step - loss: 0.6735
12/12 [==============================] - 0s 3ms/step - loss: 0.6735
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.3951
12/12 [==============================] - 0s 3ms/step - loss: 0.6722
12/12 [==============================] - 0s 3ms/step - loss: 0.6722
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.6709
12/12 [==============================] - 0s 3ms/step - loss: 0.6709
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.3846
12/12 [==============================] - 0s 3ms/step - loss: 0.6697
12/12 [==============================] - 0s 3ms/step - loss: 0.6697
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.3799
12/12 [==============================] - 0s 3ms/step - loss: 0.6685
12/12 [==============================] - 0s 3ms/step - loss: 0.6685
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.3747
12/12 [==============================] - 0s 3ms/step - loss: 0.6674
12/12 [==============================] - 0s 3ms/step - loss: 0.6674
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.3707
12/12 [==============================] - 0s 3ms/step - loss: 0.6662
12/12 [==============================] - 0s 3ms/step - loss: 0.6662
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.3657
12/12 [==============================] - 0s 3ms/step - loss: 0.6652
12/12 [==============================] - 0s 3ms/step - loss: 0.6652
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.3617
12/12 [==============================] - 0s 2ms/step - loss: 0.6641
12/12 [==============================] - 0s 3ms/step - loss: 0.6641
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.3579
12/12 [==============================] - 0s 3ms/step - loss: 0.6631
12/12 [==============================] - 0s 3ms/step - loss: 0.6631
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.3540
12/12 [==============================] - 0s 2ms/step - loss: 0.6621
12/12 [==============================] - 0s 3ms/step - loss: 0.6621
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.3500
12/12 [==============================] - 0s 2ms/step - loss: 0.6612
12/12 [==============================] - 0s 3ms/step - loss: 0.6612
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.3466
12/12 [==============================] - 0s 2ms/step - loss: 0.6602
12/12 [==============================] - 0s 3ms/step - loss: 0.6602
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.3426
12/12 [==============================] - 0s 2ms/step - loss: 0.6594
12/12 [==============================] - 0s 3ms/step - loss: 0.6594
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.3383
12/12 [==============================] - 0s 2ms/step - loss: 0.6587
12/12 [==============================] - 0s 3ms/step - loss: 0.6587
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.3345
12/12 [==============================] - 0s 2ms/step - loss: 0.6579
12/12 [==============================] - 0s 2ms/step - loss: 0.6579
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.3315
12/12 [==============================] - 0s 2ms/step - loss: 0.6572
12/12 [==============================] - 0s 2ms/step - loss: 0.6572
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.3289
12/12 [==============================] - 0s 2ms/step - loss: 0.6566
12/12 [==============================] - 0s 3ms/step - loss: 0.6566
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.3254
12/12 [==============================] - 0s 2ms/step - loss: 0.6561
12/12 [==============================] - 0s 3ms/step - loss: 0.6561
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.3227
12/12 [==============================] - 0s 2ms/step - loss: 0.6555
12/12 [==============================] - 0s 3ms/step - loss: 0.6555
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.3190
12/12 [==============================] - 0s 3ms/step - loss: 0.6550
12/12 [==============================] - 0s 3ms/step - loss: 0.6550
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.3171
12/12 [==============================] - 0s 3ms/step - loss: 0.6544
12/12 [==============================] - 0s 3ms/step - loss: 0.6544
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.3135
12/12 [==============================] - 0s 3ms/step - loss: 0.6539
12/12 [==============================] - 0s 3ms/step - loss: 0.6539
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.3111
12/12 [==============================] - 0s 3ms/step - loss: 0.6533
12/12 [==============================] - 0s 3ms/step - loss: 0.6533
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.3090
12/12 [==============================] - 0s 3ms/step - loss: 0.6529
12/12 [==============================] - 0s 3ms/step - loss: 0.6529
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.3055
12/12 [==============================] - 0s 2ms/step - loss: 0.6524
12/12 [==============================] - 0s 3ms/step - loss: 0.6524
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.3037
12/12 [==============================] - 0s 3ms/step - loss: 0.6519
12/12 [==============================] - 0s 3ms/step - loss: 0.6519
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.3000
12/12 [==============================] - 0s 3ms/step - loss: 0.6514
12/12 [==============================] - 0s 3ms/step - loss: 0.6514
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.2986
12/12 [==============================] - 0s 3ms/step - loss: 0.6509
12/12 [==============================] - 0s 3ms/step - loss: 0.6509
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.2964
12/12 [==============================] - 0s 3ms/step - loss: 0.6504
12/12 [==============================] - 0s 3ms/step - loss: 0.6504
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.2936
12/12 [==============================] - 0s 3ms/step - loss: 0.6500
12/12 [==============================] - 0s 5ms/step - loss: 0.6500
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.2911
12/12 [==============================] - 0s 3ms/step - loss: 0.6494
12/12 [==============================] - 0s 3ms/step - loss: 0.6494
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.2892
12/12 [==============================] - 0s 3ms/step - loss: 0.6490
12/12 [==============================] - 0s 3ms/step - loss: 0.6490
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.2864
12/12 [==============================] - 0s 3ms/step - loss: 0.6484
12/12 [==============================] - 0s 3ms/step - loss: 0.6484
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 1.2850
12/12 [==============================] - 0s 3ms/step - loss: 0.6480
12/12 [==============================] - 0s 3ms/step - loss: 0.6480
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 1.2823
12/12 [==============================] - 0s 3ms/step - loss: 0.6476
12/12 [==============================] - 0s 3ms/step - loss: 0.6476
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 1.2804
12/12 [==============================] - 0s 3ms/step - loss: 0.6472
12/12 [==============================] - 0s 3ms/step - loss: 0.6472
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 1.2773
12/12 [==============================] - 0s 3ms/step - loss: 0.6467
12/12 [==============================] - 0s 3ms/step - loss: 0.6467
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 1.2761
12/12 [==============================] - 0s 2ms/step - loss: 0.6463
12/12 [==============================] - 0s 3ms/step - loss: 0.6463
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 1.2730
12/12 [==============================] - 0s 2ms/step - loss: 0.6458
12/12 [==============================] - 0s 3ms/step - loss: 0.6458
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 1.2718
12/12 [==============================] - 0s 2ms/step - loss: 0.6453
12/12 [==============================] - 0s 3ms/step - loss: 0.6453
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 1.2691
12/12 [==============================] - 0s 3ms/step - loss: 0.6448
12/12 [==============================] - 0s 3ms/step - loss: 0.6448
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 1.2674
12/12 [==============================] - 0s 3ms/step - loss: 0.6445
12/12 [==============================] - 0s 3ms/step - loss: 0.6445
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 1.2643
12/12 [==============================] - 0s 2ms/step - loss: 0.6439
12/12 [==============================] - 0s 3ms/step - loss: 0.6439
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 1.2632
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
12/12 [==============================] - 0s 3ms/step - loss: 0.6435
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 1.2600
12/12 [==============================] - 0s 2ms/step - loss: 0.6430
12/12 [==============================] - 0s 3ms/step - loss: 0.6430
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 1.2597
12/12 [==============================] - 0s 2ms/step - loss: 0.6426
12/12 [==============================] - 0s 3ms/step - loss: 0.6426
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 1.2556
12/12 [==============================] - 0s 3ms/step - loss: 0.6422
12/12 [==============================] - 0s 4ms/step - loss: 0.6422
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 1.2551
12/12 [==============================] - 0s 3ms/step - loss: 0.6418
12/12 [==============================] - 0s 3ms/step - loss: 0.6418
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 1.2519
12/12 [==============================] - 0s 3ms/step - loss: 0.6414
12/12 [==============================] - 0s 4ms/step - loss: 0.6414
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 1.2505
12/12 [==============================] - 0s 3ms/step - loss: 0.6409
12/12 [==============================] - 0s 3ms/step - loss: 0.6409
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 1.2479
12/12 [==============================] - 0s 3ms/step - loss: 0.6405
12/12 [==============================] - 0s 4ms/step - loss: 0.6405
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 1.2465
12/12 [==============================] - 0s 3ms/step - loss: 0.6401
12/12 [==============================] - 0s 3ms/step - loss: 0.6401
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 1.2444
12/12 [==============================] - 0s 3ms/step - loss: 0.6397
12/12 [==============================] - 0s 3ms/step - loss: 0.6397
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 1.2421
12/12 [==============================] - 0s 3ms/step - loss: 0.6393
12/12 [==============================] - 0s 3ms/step - loss: 0.6393
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 1.2400
12/12 [==============================] - 0s 3ms/step - loss: 0.6389
12/12 [==============================] - 0s 3ms/step - loss: 0.6389
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 1.2380
12/12 [==============================] - 0s 3ms/step - loss: 0.6385
12/12 [==============================] - 0s 3ms/step - loss: 0.6385
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 1.2363
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 1.2346
12/12 [==============================] - 0s 3ms/step - loss: 0.6378
12/12 [==============================] - 0s 3ms/step - loss: 0.6378
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 1.2321
12/12 [==============================] - 0s 3ms/step - loss: 0.6374
12/12 [==============================] - 0s 4ms/step - loss: 0.6374
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 1.2307
12/12 [==============================] - 0s 3ms/step - loss: 0.6370
12/12 [==============================] - 0s 4ms/step - loss: 0.6370
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 1.2287
12/12 [==============================] - 0s 3ms/step - loss: 0.6367
12/12 [==============================] - 0s 3ms/step - loss: 0.6367
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 1.2271
12/12 [==============================] - 0s 3ms/step - loss: 0.6364
12/12 [==============================] - 0s 3ms/step - loss: 0.6364
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 1.2248
12/12 [==============================] - 0s 3ms/step - loss: 0.6361
12/12 [==============================] - 0s 3ms/step - loss: 0.6361
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 1.2227
12/12 [==============================] - 0s 3ms/step - loss: 0.6358
12/12 [==============================] - 0s 3ms/step - loss: 0.6358
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 1.2211
12/12 [==============================] - 0s 3ms/step - loss: 0.6354
12/12 [==============================] - 0s 3ms/step - loss: 0.6354
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 1.2193
12/12 [==============================] - 0s 3ms/step - loss: 0.6351
12/12 [==============================] - 0s 3ms/step - loss: 0.6351
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 1.2175
12/12 [==============================] - 0s 3ms/step - loss: 0.6347
12/12 [==============================] - 0s 3ms/step - loss: 0.6347
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 1.2158
12/12 [==============================] - 0s 3ms/step - loss: 0.6344
12/12 [==============================] - 0s 3ms/step - loss: 0.6344
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 1.2142
12/12 [==============================] - 0s 3ms/step - loss: 0.6341
12/12 [==============================] - 0s 3ms/step - loss: 0.6341
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 1.2128
12/12 [==============================] - 0s 3ms/step - loss: 0.6337
12/12 [==============================] - 0s 3ms/step - loss: 0.6337
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 1.2112
12/12 [==============================] - 0s 3ms/step - loss: 0.6335
12/12 [==============================] - 0s 3ms/step - loss: 0.6335
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 1.2091
12/12 [==============================] - 0s 3ms/step - loss: 0.6332
12/12 [==============================] - 0s 3ms/step - loss: 0.6332
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 1.2078
12/12 [==============================] - 0s 3ms/step - loss: 0.6329
12/12 [==============================] - 0s 4ms/step - loss: 0.6329
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 1.2056
12/12 [==============================] - 0s 3ms/step - loss: 0.6326
12/12 [==============================] - 0s 3ms/step - loss: 0.6326
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 1.2042
12/12 [==============================] - 0s 3ms/step - loss: 0.6323
12/12 [==============================] - 0s 3ms/step - loss: 0.6323
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 1.2026
12/12 [==============================] - 0s 4ms/step - loss: 0.6320
12/12 [==============================] - 0s 4ms/step - loss: 0.6320
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 1.2008
12/12 [==============================] - 0s 3ms/step - loss: 0.6317
12/12 [==============================] - 0s 3ms/step - loss: 0.6317
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 1.1991
12/12 [==============================] - 0s 3ms/step - loss: 0.6314
12/12 [==============================] - 0s 3ms/step - loss: 0.6314
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 1.1976
12/12 [==============================] - 0s 3ms/step - loss: 0.6311
12/12 [==============================] - 0s 4ms/step - loss: 0.6311
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 1.1959
12/12 [==============================] - 0s 3ms/step - loss: 0.6308
12/12 [==============================] - 0s 4ms/step - loss: 0.6308
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 1.1942
12/12 [==============================] - 0s 3ms/step - loss: 0.6305
12/12 [==============================] - 0s 4ms/step - loss: 0.6305
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 1.1929
12/12 [==============================] - 0s 4ms/step - loss: 0.6303
12/12 [==============================] - 0s 5ms/step - loss: 0.6303
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 1.1903
12/12 [==============================] - 0s 4ms/step - loss: 0.6300
12/12 [==============================] - 0s 4ms/step - loss: 0.6300
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 1.1897
12/12 [==============================] - 0s 3ms/step - loss: 0.6297
12/12 [==============================] - 0s 4ms/step - loss: 0.6297
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 1.1869
12/12 [==============================] - 0s 3ms/step - loss: 0.6295
12/12 [==============================] - 0s 4ms/step - loss: 0.6295
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 1.1863
12/12 [==============================] - 0s 4ms/step - loss: 0.6292
12/12 [==============================] - 0s 4ms/step - loss: 0.6292
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 1.1839
12/12 [==============================] - 0s 4ms/step - loss: 0.6289
12/12 [==============================] - 0s 4ms/step - loss: 0.6289
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 1.1832
12/12 [==============================] - 0s 3ms/step - loss: 0.6287
12/12 [==============================] - 0s 3ms/step - loss: 0.6287
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 1.1802
12/12 [==============================] - 0s 3ms/step - loss: 0.6284
12/12 [==============================] - 0s 3ms/step - loss: 0.6284
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 1.1811
12/12 [==============================] - 0s 3ms/step - loss: 0.6282
12/12 [==============================] - 0s 3ms/step - loss: 0.6282
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 1.1786
12/12 [==============================] - 0s 3ms/step - loss: 0.6279
12/12 [==============================] - 0s 3ms/step - loss: 0.6279
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 1.1763
12/12 [==============================] - 0s 3ms/step - loss: 0.6277
12/12 [==============================] - 0s 3ms/step - loss: 0.6277
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 1.1757
12/12 [==============================] - 0s 3ms/step - loss: 0.6275
12/12 [==============================] - 0s 4ms/step - loss: 0.6275
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 1.1727
12/12 [==============================] - 0s 3ms/step - loss: 0.6272
12/12 [==============================] - 0s 3ms/step - loss: 0.6272
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 1.1731
12/12 [==============================] - 0s 3ms/step - loss: 0.6270
12/12 [==============================] - 0s 3ms/step - loss: 0.6270
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 1.1712
12/12 [==============================] - 0s 3ms/step - loss: 0.6268
12/12 [==============================] - 0s 4ms/step - loss: 0.6268
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 1.1687
12/12 [==============================] - 0s 3ms/step - loss: 0.6265
12/12 [==============================] - 0s 4ms/step - loss: 0.6265
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 1.1679
12/12 [==============================] - 0s 4ms/step - loss: 0.6263
12/12 [==============================] - 0s 4ms/step - loss: 0.6263
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 1.1662
10/12 [========================>.....] - ETA: 0s - loss: 0.5999
12/12 [==============================] - 0s 5ms/step - loss: 0.6261
12/12 [==============================] - 0s 6ms/step - loss: 0.6261
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 1.1658
12/12 [==============================] - 0s 4ms/step - loss: 0.6259
12/12 [==============================] - 0s 4ms/step - loss: 0.6259
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 1.1643
12/12 [==============================] - 0s 4ms/step - loss: 0.6257
12/12 [==============================] - 0s 4ms/step - loss: 0.6257
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 1.1627
12/12 [==============================] - 0s 4ms/step - loss: 0.6255
12/12 [==============================] - 0s 4ms/step - loss: 0.6255
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 1.1614
12/12 [==============================] - 0s 4ms/step - loss: 0.6253
12/12 [==============================] - 0s 4ms/step - loss: 0.6253
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 1.1599
12/12 [==============================] - 0s 4ms/step - loss: 0.6251
12/12 [==============================] - 0s 4ms/step - loss: 0.6251
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 1.1588
12/12 [==============================] - 0s 4ms/step - loss: 0.6249
12/12 [==============================] - 0s 5ms/step - loss: 0.6249
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 1.1563
12/12 [==============================] - 0s 4ms/step - loss: 0.6247
12/12 [==============================] - 0s 4ms/step - loss: 0.6247
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 1.1564
12/12 [==============================] - 0s 4ms/step - loss: 0.6246
12/12 [==============================] - 0s 4ms/step - loss: 0.6246
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 1.1538
12/12 [==============================] - 0s 4ms/step - loss: 0.6244
12/12 [==============================] - 0s 4ms/step - loss: 0.6244
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 1.1529
12/12 [==============================] - 0s 3ms/step - loss: 0.6242
12/12 [==============================] - 0s 4ms/step - loss: 0.6242
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 1.1513
12/12 [==============================] - 0s 3ms/step - loss: 0.6240
12/12 [==============================] - 0s 4ms/step - loss: 0.6240
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 1.1505
12/12 [==============================] - 0s 3ms/step - loss: 0.6238
12/12 [==============================] - 0s 4ms/step - loss: 0.6238
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 1.1480
12/12 [==============================] - 0s 3ms/step - loss: 0.6236
12/12 [==============================] - 0s 4ms/step - loss: 0.6236
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 1.1475
12/12 [==============================] - 0s 3ms/step - loss: 0.6235
12/12 [==============================] - 0s 4ms/step - loss: 0.6235
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 1.1452
12/12 [==============================] - 0s 3ms/step - loss: 0.6232
12/12 [==============================] - 0s 4ms/step - loss: 0.6232
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 1.1445
12/12 [==============================] - 0s 4ms/step - loss: 0.6231
12/12 [==============================] - 0s 4ms/step - loss: 0.6231
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 1.1425
12/12 [==============================] - 0s 4ms/step - loss: 0.6229
12/12 [==============================] - 0s 4ms/step - loss: 0.6229
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 1.1413
12/12 [==============================] - 0s 4ms/step - loss: 0.6227
12/12 [==============================] - 0s 4ms/step - loss: 0.6227
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 1.1402
12/12 [==============================] - 0s 4ms/step - loss: 0.6226
12/12 [==============================] - 0s 4ms/step - loss: 0.6226
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 1.1383
12/12 [==============================] - 0s 4ms/step - loss: 0.6224
12/12 [==============================] - 0s 4ms/step - loss: 0.6224
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 1.1374
12/12 [==============================] - 0s 4ms/step - loss: 0.6222
12/12 [==============================] - 0s 5ms/step - loss: 0.6222
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 1.1353
12/12 [==============================] - 0s 4ms/step - loss: 0.6220
12/12 [==============================] - 0s 5ms/step - loss: 0.6220
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 1.1352
12/12 [==============================] - 0s 4ms/step - loss: 0.6219
12/12 [==============================] - 0s 4ms/step - loss: 0.6219
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 1.1318
11/12 [==========================>...] - ETA: 0s - loss: 0.6109
12/12 [==============================] - 0s 5ms/step - loss: 0.6217
12/12 [==============================] - 0s 5ms/step - loss: 0.6217
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 1.1334
12/12 [==============================] - 0s 4ms/step - loss: 0.6216
12/12 [==============================] - 0s 4ms/step - loss: 0.6216
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 1.1278
12/12 [==============================] - 0s 4ms/step - loss: 0.6213
12/12 [==============================] - 0s 4ms/step - loss: 0.6213
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 1.1308
12/12 [==============================] - 0s 4ms/step - loss: 0.6213
12/12 [==============================] - 0s 4ms/step - loss: 0.6213
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 1.1256
12/12 [==============================] - 0s 4ms/step - loss: 0.6210
12/12 [==============================] - 0s 4ms/step - loss: 0.6210
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 1.1264
12/12 [==============================] - 0s 4ms/step - loss: 0.6209
12/12 [==============================] - 0s 4ms/step - loss: 0.6209
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 1.1238
12/12 [==============================] - 0s 3ms/step - loss: 0.6206
12/12 [==============================] - 0s 4ms/step - loss: 0.6206
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 1.1226
12/12 [==============================] - 0s 3ms/step - loss: 0.6205
12/12 [==============================] - 0s 4ms/step - loss: 0.6205
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 1.1207
12/12 [==============================] - 0s 3ms/step - loss: 0.6203
12/12 [==============================] - 0s 4ms/step - loss: 0.6203
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 1.1195
12/12 [==============================] - 0s 4ms/step - loss: 0.6202
12/12 [==============================] - 0s 4ms/step - loss: 0.6202
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 1.1177
12/12 [==============================] - 0s 4ms/step - loss: 0.6200
12/12 [==============================] - 0s 4ms/step - loss: 0.6200
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 1.1168
12/12 [==============================] - 0s 4ms/step - loss: 0.6198
12/12 [==============================] - 0s 4ms/step - loss: 0.6198
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 1.1142
12/12 [==============================] - 0s 4ms/step - loss: 0.6196
12/12 [==============================] - 0s 4ms/step - loss: 0.6196
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 1.1143
12/12 [==============================] - 0s 4ms/step - loss: 0.6195
12/12 [==============================] - 0s 5ms/step - loss: 0.6195
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 1.1117
12/12 [==============================] - 0s 4ms/step - loss: 0.6193
12/12 [==============================] - 0s 4ms/step - loss: 0.6193
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 1.1113
12/12 [==============================] - 0s 4ms/step - loss: 0.6192
12/12 [==============================] - 0s 4ms/step - loss: 0.6192
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 1.1083
12/12 [==============================] - 0s 4ms/step - loss: 0.6190
12/12 [==============================] - 0s 4ms/step - loss: 0.6190
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 1.1091
12/12 [==============================] - 0s 4ms/step - loss: 0.6189
12/12 [==============================] - 0s 5ms/step - loss: 0.6189
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 1.1043
12/12 [==============================] - 0s 4ms/step - loss: 0.6187
12/12 [==============================] - 0s 4ms/step - loss: 0.6187
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 1.1063
12/12 [==============================] - 0s 4ms/step - loss: 0.6186
12/12 [==============================] - 0s 5ms/step - loss: 0.6186
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 1.1002
12/12 [==============================] - 0s 4ms/step - loss: 0.6183
12/12 [==============================] - 0s 4ms/step - loss: 0.6183
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 1.1044
12/12 [==============================] - 0s 4ms/step - loss: 0.6183
12/12 [==============================] - 0s 5ms/step - loss: 0.6183
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 1.0990
9/12 [=====================>........] - ETA: 0s - loss: 0.5950
12/12 [==============================] - 0s 6ms/step - loss: 0.6180
12/12 [==============================] - 0s 6ms/step - loss: 0.6180
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 1.0995
12/12 [==============================] - 0s 4ms/step - loss: 0.6179
12/12 [==============================] - 0s 4ms/step - loss: 0.6179
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 1.0966
12/12 [==============================] - 0s 4ms/step - loss: 0.6177
12/12 [==============================] - 0s 4ms/step - loss: 0.6177
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 1.0963
12/12 [==============================] - 0s 4ms/step - loss: 0.6176
12/12 [==============================] - 0s 4ms/step - loss: 0.6176
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 1.0944
12/12 [==============================] - 0s 4ms/step - loss: 0.6174
12/12 [==============================] - 0s 4ms/step - loss: 0.6174
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 1.0937
12/12 [==============================] - 0s 3ms/step - loss: 0.6173
12/12 [==============================] - 0s 4ms/step - loss: 0.6173
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 1.0913
12/12 [==============================] - 0s 3ms/step - loss: 0.6172
12/12 [==============================] - 0s 4ms/step - loss: 0.6172
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 1.0907
12/12 [==============================] - 0s 3ms/step - loss: 0.6170
12/12 [==============================] - 0s 4ms/step - loss: 0.6170
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 1.0880
12/12 [==============================] - 0s 4ms/step - loss: 0.6169
12/12 [==============================] - 0s 4ms/step - loss: 0.6169
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 1.0887
12/12 [==============================] - 0s 4ms/step - loss: 0.6168
12/12 [==============================] - 0s 4ms/step - loss: 0.6168
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 1.0843
12/12 [==============================] - 0s 4ms/step - loss: 0.6165
12/12 [==============================] - 0s 4ms/step - loss: 0.6165
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 1.0858
12/12 [==============================] - 0s 4ms/step - loss: 0.6165
12/12 [==============================] - 0s 4ms/step - loss: 0.6165
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 1.0817
12/12 [==============================] - 0s 4ms/step - loss: 0.6163
12/12 [==============================] - 0s 4ms/step - loss: 0.6163
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 1.0829
12/12 [==============================] - 0s 4ms/step - loss: 0.6162
12/12 [==============================] - 0s 4ms/step - loss: 0.6162
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 1.0790
12/12 [==============================] - 0s 4ms/step - loss: 0.6160
12/12 [==============================] - 0s 4ms/step - loss: 0.6160
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 1.0800
12/12 [==============================] - 0s 4ms/step - loss: 0.6159
12/12 [==============================] - 0s 5ms/step - loss: 0.6159
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 1.0757
12/12 [==============================] - 0s 4ms/step - loss: 0.6157
12/12 [==============================] - 0s 5ms/step - loss: 0.6157
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 1.0774
12/12 [==============================] - 0s 4ms/step - loss: 0.6157
12/12 [==============================] - 0s 5ms/step - loss: 0.6157
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 1.0728
12/12 [==============================] - 0s 4ms/step - loss: 0.6155
12/12 [==============================] - 0s 4ms/step - loss: 0.6155
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 1.0749
12/12 [==============================] - 0s 4ms/step - loss: 0.6154
12/12 [==============================] - 0s 4ms/step - loss: 0.6154
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 1.0696
12/12 [==============================] - 0s 4ms/step - loss: 0.6152
12/12 [==============================] - 0s 4ms/step - loss: 0.6152
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 1.0721
12/12 [==============================] - 0s 4ms/step - loss: 0.6151
12/12 [==============================] - 0s 4ms/step - loss: 0.6151
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 1.0662
12/12 [==============================] - 0s 4ms/step - loss: 0.6149
12/12 [==============================] - 0s 4ms/step - loss: 0.6149
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 1.0697
12/12 [==============================] - 0s 3ms/step - loss: 0.6149
12/12 [==============================] - 0s 4ms/step - loss: 0.6149
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 1.0641
12/12 [==============================] - 0s 3ms/step - loss: 0.6147
12/12 [==============================] - 0s 4ms/step - loss: 0.6147
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 1.0675
12/12 [==============================] - 0s 3ms/step - loss: 0.6147
12/12 [==============================] - 0s 4ms/step - loss: 0.6147
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 1.0618
12/12 [==============================] - 0s 4ms/step - loss: 0.6145
12/12 [==============================] - 0s 4ms/step - loss: 0.6145
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 1.0650
12/12 [==============================] - 0s 4ms/step - loss: 0.6145
12/12 [==============================] - 0s 4ms/step - loss: 0.6145
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 1.0593
12/12 [==============================] - 0s 4ms/step - loss: 0.6143
12/12 [==============================] - 0s 4ms/step - loss: 0.6143
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 1.0629
12/12 [==============================] - 0s 4ms/step - loss: 0.6143
12/12 [==============================] - 0s 4ms/step - loss: 0.6143
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 1.0571
12/12 [==============================] - 0s 4ms/step - loss: 0.6141
12/12 [==============================] - 0s 4ms/step - loss: 0.6141
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 1.0610
12/12 [==============================] - 0s 4ms/step - loss: 0.6140
12/12 [==============================] - 0s 4ms/step - loss: 0.6140
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 1.0556
12/12 [==============================] - 0s 4ms/step - loss: 0.6139
12/12 [==============================] - 0s 4ms/step - loss: 0.6139
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 1.0594
12/12 [==============================] - 0s 4ms/step - loss: 0.6138
12/12 [==============================] - 0s 4ms/step - loss: 0.6138
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 1.0533
12/12 [==============================] - 0s 4ms/step - loss: 0.6138
12/12 [==============================] - 0s 4ms/step - loss: 0.6138
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 1.0573
12/12 [==============================] - 0s 4ms/step - loss: 0.6137
12/12 [==============================] - 0s 4ms/step - loss: 0.6137
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 1.0525
12/12 [==============================] - 0s 4ms/step - loss: 0.6135
12/12 [==============================] - 0s 4ms/step - loss: 0.6135
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 1.0553
12/12 [==============================] - 0s 4ms/step - loss: 0.6135
12/12 [==============================] - 0s 4ms/step - loss: 0.6135
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 1.0508
12/12 [==============================] - 0s 4ms/step - loss: 0.6133
12/12 [==============================] - 0s 4ms/step - loss: 0.6133
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.0532
12/12 [==============================] - 0s 4ms/step - loss: 0.6133
12/12 [==============================] - 0s 4ms/step - loss: 0.6133
Epoch: 251
1/12 [=>............................] - ETA: 0s - loss: 1.0490
12/12 [==============================] - 0s 3ms/step - loss: 0.6131
12/12 [==============================] - 0s 3ms/step - loss: 0.6131
Epoch: 252
1/12 [=>............................] - ETA: 0s - loss: 1.0518
12/12 [==============================] - 0s 4ms/step - loss: 0.6131
12/12 [==============================] - 0s 4ms/step - loss: 0.6131
Epoch: 253
1/12 [=>............................] - ETA: 0s - loss: 1.0467
12/12 [==============================] - 0s 3ms/step - loss: 0.6131
12/12 [==============================] - 0s 4ms/step - loss: 0.6131
Epoch: 254
1/12 [=>............................] - ETA: 0s - loss: 1.0506
12/12 [==============================] - 0s 3ms/step - loss: 0.6130
12/12 [==============================] - 0s 4ms/step - loss: 0.6130
Epoch: 255
1/12 [=>............................] - ETA: 0s - loss: 1.0447
12/12 [==============================] - 0s 3ms/step - loss: 0.6129
12/12 [==============================] - 0s 4ms/step - loss: 0.6129
Epoch: 256
1/12 [=>............................] - ETA: 0s - loss: 1.0480
12/12 [==============================] - 0s 4ms/step - loss: 0.6128
12/12 [==============================] - 0s 4ms/step - loss: 0.6128
Epoch: 257
1/12 [=>............................] - ETA: 0s - loss: 1.0430
12/12 [==============================] - 0s 4ms/step - loss: 0.6127
12/12 [==============================] - 0s 4ms/step - loss: 0.6127
Epoch: 258
1/12 [=>............................] - ETA: 0s - loss: 1.0469
12/12 [==============================] - 0s 4ms/step - loss: 0.6127
12/12 [==============================] - 0s 4ms/step - loss: 0.6127
Epoch: 259
1/12 [=>............................] - ETA: 0s - loss: 1.0410
12/12 [==============================] - 0s 4ms/step - loss: 0.6126
12/12 [==============================] - 0s 4ms/step - loss: 0.6126
Epoch: 260
1/12 [=>............................] - ETA: 0s - loss: 1.0454
12/12 [==============================] - 0s 4ms/step - loss: 0.6126
12/12 [==============================] - 0s 4ms/step - loss: 0.6126
Epoch: 261
1/12 [=>............................] - ETA: 0s - loss: 1.0396
12/12 [==============================] - 0s 4ms/step - loss: 0.6125
12/12 [==============================] - 0s 5ms/step - loss: 0.6125
Epoch: 262
1/12 [=>............................] - ETA: 0s - loss: 1.0439
12/12 [==============================] - 0s 4ms/step - loss: 0.6124
12/12 [==============================] - 0s 4ms/step - loss: 0.6124
Epoch: 263
1/12 [=>............................] - ETA: 0s - loss: 1.0382
12/12 [==============================] - 0s 4ms/step - loss: 0.6123
12/12 [==============================] - 0s 5ms/step - loss: 0.6123
Epoch: 264
1/12 [=>............................] - ETA: 0s - loss: 1.0424
12/12 [==============================] - 0s 4ms/step - loss: 0.6123
12/12 [==============================] - 0s 4ms/step - loss: 0.6123
Epoch: 265
1/12 [=>............................] - ETA: 0s - loss: 1.0369
12/12 [==============================] - 0s 4ms/step - loss: 0.6122
12/12 [==============================] - 0s 4ms/step - loss: 0.6122
Epoch: 266
1/12 [=>............................] - ETA: 0s - loss: 1.0417
12/12 [==============================] - 0s 4ms/step - loss: 0.6122
12/12 [==============================] - 0s 4ms/step - loss: 0.6122
Epoch: 267
1/12 [=>............................] - ETA: 0s - loss: 1.0354
12/12 [==============================] - 0s 3ms/step - loss: 0.6121
12/12 [==============================] - 0s 4ms/step - loss: 0.6121
Epoch: 268
1/12 [=>............................] - ETA: 0s - loss: 1.0402
12/12 [==============================] - 0s 3ms/step - loss: 0.6121
12/12 [==============================] - 0s 4ms/step - loss: 0.6121
Epoch: 269
1/12 [=>............................] - ETA: 0s - loss: 1.0340
12/12 [==============================] - 0s 3ms/step - loss: 0.6120
12/12 [==============================] - 0s 4ms/step - loss: 0.6120
Epoch: 270
1/12 [=>............................] - ETA: 0s - loss: 1.0385
12/12 [==============================] - 0s 3ms/step - loss: 0.6119
12/12 [==============================] - 0s 4ms/step - loss: 0.6119
Epoch: 271
1/12 [=>............................] - ETA: 0s - loss: 1.0327
12/12 [==============================] - 0s 3ms/step - loss: 0.6118
12/12 [==============================] - 0s 4ms/step - loss: 0.6118
Epoch: 272
1/12 [=>............................] - ETA: 0s - loss: 1.0359
12/12 [==============================] - 0s 3ms/step - loss: 0.6118
12/12 [==============================] - 0s 4ms/step - loss: 0.6118
Epoch: 273
1/12 [=>............................] - ETA: 0s - loss: 1.0331
12/12 [==============================] - 0s 3ms/step - loss: 0.6117
12/12 [==============================] - 0s 3ms/step - loss: 0.6117
Epoch: 274
1/12 [=>............................] - ETA: 0s - loss: 1.0335
12/12 [==============================] - 0s 3ms/step - loss: 0.6116
12/12 [==============================] - 0s 4ms/step - loss: 0.6116
Epoch: 275
1/12 [=>............................] - ETA: 0s - loss: 1.0320
12/12 [==============================] - 0s 3ms/step - loss: 0.6116
12/12 [==============================] - 0s 3ms/step - loss: 0.6116
Epoch: 276
1/12 [=>............................] - ETA: 0s - loss: 1.0321
12/12 [==============================] - 0s 3ms/step - loss: 0.6115
12/12 [==============================] - 0s 4ms/step - loss: 0.6115
Epoch: 277
1/12 [=>............................] - ETA: 0s - loss: 1.0305
12/12 [==============================] - 0s 3ms/step - loss: 0.6114
12/12 [==============================] - 0s 4ms/step - loss: 0.6114
Epoch: 278
1/12 [=>............................] - ETA: 0s - loss: 1.0314
12/12 [==============================] - 0s 3ms/step - loss: 0.6114
12/12 [==============================] - 0s 4ms/step - loss: 0.6114
Epoch: 279
1/12 [=>............................] - ETA: 0s - loss: 1.0294
12/12 [==============================] - 0s 4ms/step - loss: 0.6114
12/12 [==============================] - 0s 4ms/step - loss: 0.6114
Epoch: 280
1/12 [=>............................] - ETA: 0s - loss: 1.0302
12/12 [==============================] - 0s 3ms/step - loss: 0.6114
12/12 [==============================] - 0s 4ms/step - loss: 0.6114
Epoch: 281
1/12 [=>............................] - ETA: 0s - loss: 1.0282
12/12 [==============================] - 0s 4ms/step - loss: 0.6113
12/12 [==============================] - 0s 4ms/step - loss: 0.6113
Epoch: 282
1/12 [=>............................] - ETA: 0s - loss: 1.0282
12/12 [==============================] - 0s 4ms/step - loss: 0.6112
12/12 [==============================] - 0s 4ms/step - loss: 0.6112
Epoch: 283
1/12 [=>............................] - ETA: 0s - loss: 1.0276
12/12 [==============================] - 0s 4ms/step - loss: 0.6112
12/12 [==============================] - 0s 4ms/step - loss: 0.6112
Epoch: 284
1/12 [=>............................] - ETA: 0s - loss: 1.0269
12/12 [==============================] - 0s 3ms/step - loss: 0.6111
12/12 [==============================] - 0s 4ms/step - loss: 0.6111
Epoch: 285
1/12 [=>............................] - ETA: 0s - loss: 1.0263
12/12 [==============================] - 0s 3ms/step - loss: 0.6111
12/12 [==============================] - 0s 4ms/step - loss: 0.6111
Epoch: 286
1/12 [=>............................] - ETA: 0s - loss: 1.0259
12/12 [==============================] - 0s 4ms/step - loss: 0.6110
12/12 [==============================] - 0s 4ms/step - loss: 0.6110
Epoch: 287
1/12 [=>............................] - ETA: 0s - loss: 1.0252
12/12 [==============================] - 0s 3ms/step - loss: 0.6109
12/12 [==============================] - 0s 4ms/step - loss: 0.6109
Epoch: 288
1/12 [=>............................] - ETA: 0s - loss: 1.0248
12/12 [==============================] - 0s 3ms/step - loss: 0.6109
12/12 [==============================] - 0s 4ms/step - loss: 0.6109
Epoch: 289
1/12 [=>............................] - ETA: 0s - loss: 1.0238
12/12 [==============================] - 0s 3ms/step - loss: 0.6109
12/12 [==============================] - 0s 4ms/step - loss: 0.6109
Epoch: 290
1/12 [=>............................] - ETA: 0s - loss: 1.0236
12/12 [==============================] - 0s 3ms/step - loss: 0.6108
12/12 [==============================] - 0s 4ms/step - loss: 0.6108
Epoch: 291
1/12 [=>............................] - ETA: 0s - loss: 1.0219
12/12 [==============================] - 0s 3ms/step - loss: 0.6107
12/12 [==============================] - 0s 4ms/step - loss: 0.6107
Epoch: 292
1/12 [=>............................] - ETA: 0s - loss: 1.0227
12/12 [==============================] - 0s 3ms/step - loss: 0.6107
12/12 [==============================] - 0s 4ms/step - loss: 0.6107
Epoch: 293
1/12 [=>............................] - ETA: 0s - loss: 1.0207
12/12 [==============================] - 0s 3ms/step - loss: 0.6107
12/12 [==============================] - 0s 3ms/step - loss: 0.6107
Epoch: 294
1/12 [=>............................] - ETA: 0s - loss: 1.0217
12/12 [==============================] - 0s 3ms/step - loss: 0.6107
12/12 [==============================] - 0s 3ms/step - loss: 0.6107
Epoch: 295
1/12 [=>............................] - ETA: 0s - loss: 1.0196
12/12 [==============================] - 0s 3ms/step - loss: 0.6106
12/12 [==============================] - 0s 3ms/step - loss: 0.6106
Epoch: 296
1/12 [=>............................] - ETA: 0s - loss: 1.0196
12/12 [==============================] - 0s 3ms/step - loss: 0.6105
12/12 [==============================] - 0s 3ms/step - loss: 0.6105
Epoch: 297
1/12 [=>............................] - ETA: 0s - loss: 1.0184
12/12 [==============================] - 0s 3ms/step - loss: 0.6104
12/12 [==============================] - 0s 3ms/step - loss: 0.6104
Epoch: 298
1/12 [=>............................] - ETA: 0s - loss: 1.0183
12/12 [==============================] - 0s 3ms/step - loss: 0.6104
12/12 [==============================] - 0s 3ms/step - loss: 0.6104
Epoch: 299
1/12 [=>............................] - ETA: 0s - loss: 1.0173
12/12 [==============================] - 0s 3ms/step - loss: 0.6104
12/12 [==============================] - 0s 4ms/step - loss: 0.6104
Epoch: 3005.1.8 Predicting Using The LSTM Model
# Make Predictions
pred_out <- model %>%
predict(x_test_arr, batch_size = batch_size)%>%
.[,1,8]
# Retransform values
pred_tbl <- tibble(
index = lag_test_tbl$index,
value = (pred_out * scale_history + center_history)^2
)
# Combine actual data with predictions
tbl_1 <- df_trn %>%
add_column(key = "actual")
tbl_2 <- df_tst %>%
add_column(key = "actual")
tbl_3 <- pred_tbl %>%
add_column(key = "predict")
# Create time_bind_rows() to solve dplyr issue
time_bind_rows <- function(data_1, data_2, index) {
index_expr <- enquo(index)
bind_rows(data_1, data_2) %>%
as_tbl_time(index = !! index_expr)
}
ret <- list(tbl_1, tbl_2, tbl_3) %>%
reduce(time_bind_rows, index = index) %>%
arrange(key, index) %>%
mutate(key = as_factor(key))
ret# A time tibble: 336 x 3
# Index: index
index value key
<dttm> <dbl> <fct>
1 2019-08-01 00:04:35 4.88 actual
2 2019-08-01 00:09:35 5.16 actual
3 2019-08-01 00:14:35 5.38 actual
4 2019-08-01 00:19:35 5.55 actual
5 2019-08-01 00:24:35 5.72 actual
6 2019-08-01 00:29:35 5.88 actual
7 2019-08-01 00:34:35 6.05 actual
8 2019-08-01 00:39:35 5.94 actual
9 2019-08-01 00:44:35 5.66 actual
10 2019-08-01 00:49:35 5.38 actual
# ... with 326 more rows5.1.9 Assessing Performance Of The LSTM On A Single Split
calc_rmse <- function(prediction_tbl) {
rmse_calculation <- function(data) {
data %>%
spread(key = key, value = value) %>%
select(-index) %>%
filter(!is.na(predict)) %>%
rename(
truth = actual,
estimate = predict
) %>%
rmse(truth, estimate)
}
safe_rmse <- possibly(rmse_calculation, otherwise = NA)
safe_rmse(prediction_tbl)
}calc_rmse(ret)$.estimate[1] 0.86123135.1.10 Visualizing The Single Prediction
# Setup single plot function
plot_prediction <- function(data, id, alpha = 1, size = 2, base_size = 14) {
rmse_val <- calc_rmse(data)$.estimate
g <- data %>%
ggplot(aes(index, value, color = key)) +
geom_point(alpha = alpha, size = size) +
theme_tq(base_size = base_size) +
scale_color_tq() +
theme(legend.position = "none") +
labs(
title = glue("{id}, RMSE: {round(rmse_val, digits = 1)}"),
x = "", y = ""
)
return(g)
}ret %>%
plot_prediction(id = split_id, alpha = 0.5) +
theme(legend.position = "bottom")
5.2 Backtesting The LSTM On All Eleven Samples
5.2.1 Creating An LSTM Prediction Function
predict_keras_lstm <- function(split, epochs = 300, ...) {
lstm_prediction <- function(split, epochs, ...) {
# 5.1.2 Data Setup
df_trn <- training(split)
df_tst <- testing(split)
df <- bind_rows(
df_trn %>% add_column(key = "training"),
df_tst %>% add_column(key = "testing")
) %>%
as_tbl_time(index = index)
# 5.1.3 Preprocessing
rec_obj <- recipe(value ~ ., df) %>%
step_sqrt(value) %>%
step_center(value) %>%
step_scale(value) %>%
prep()
df_processed_tbl <- bake(rec_obj, df)
center_history <- rec_obj$steps[[2]]$means["value"]
scale_history <- rec_obj$steps[[3]]$sds["value"]
# 5.1.4 LSTM Plan
lag_setting <- nrow(df_tst)
batch_size <- 12
train_length <- 12*12
tsteps <- 1
epochs <- epochs
# 5.1.5 Train/Test Setup
lag_train_tbl <- df_processed_tbl %>%
mutate(value_lag = lag(value, n = lag_setting)) %>%
filter(!is.na(value_lag)) %>%
filter(key == "training") %>%
tail(train_length)
x_train_vec <- lag_train_tbl$value_lag
x_train_arr <- array(data = x_train_vec, dim = c(length(x_train_vec), 1, 1))
y_train_vec <- lag_train_tbl$value
y_train_arr <- array(data = y_train_vec, dim = c(length(y_train_vec), 1))
lag_test_tbl <- df_processed_tbl %>%
mutate(
value_lag = lag(value, n = lag_setting)
) %>%
filter(!is.na(value_lag)) %>%
filter(key == "testing")
x_test_vec <- lag_test_tbl$value_lag
x_test_arr <- array(data = x_test_vec, dim = c(length(x_test_vec), 1, 1))
y_test_vec <- lag_test_tbl$value
y_test_arr <- array(data = y_test_vec, dim = c(length(y_test_vec), 1))
# 5.1.6 LSTM Model
model <- NULL
model <- create_model()
# 5.1.7 Fitting LSTM
for (i in 1:epochs) {
model %>% fit(x = x_train_arr,
y = y_train_arr,
batch_size = batch_size,
epochs = 1,
verbose = 1,
shuffle = FALSE)
model %>% reset_states()
cat("Epoch: ", i)
}
# 5.1.8 Predict and Return Tidy Data
# Make Predictions
pred_out <- model %>%
predict(x_test_arr, batch_size = batch_size) %>%
.[,1,8]
# Retransform values
pred_tbl <- tibble(
index = lag_test_tbl$index,
value = (pred_out * scale_history + center_history)^2
)
# Combine actual data with predictions
tbl_1 <- df_trn %>%
add_column(key = "actual")
tbl_2 <- df_tst %>%
add_column(key = "actual")
tbl_3 <- pred_tbl %>%
add_column(key = "predict")
# Create time_bind_rows() to solve dplyr issue
time_bind_rows <- function(data_1, data_2, index) {
index_expr <- enquo(index)
bind_rows(data_1, data_2) %>%
as_tbl_time(index = !! index_expr)
}
ret <- list(tbl_1, tbl_2, tbl_3) %>%
reduce(time_bind_rows, index = index) %>%
arrange(key, index) %>%
mutate(key = as_factor(key))
return(ret)
}
safe_lstm <- possibly(lstm_prediction, otherwise = NA)
safe_lstm(split, epochs, ...)
}predict_keras_lstm(split, epochs = 100)
1/12 [=>............................] - ETA: 0s - loss: 1.7241
12/12 [==============================] - 0s 2ms/step - loss: 0.7627
12/12 [==============================] - 0s 2ms/step - loss: 0.7627
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.7201
12/12 [==============================] - 0s 2ms/step - loss: 0.7587
12/12 [==============================] - 0s 2ms/step - loss: 0.7587
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.7212
12/12 [==============================] - 0s 2ms/step - loss: 0.7548
12/12 [==============================] - 0s 3ms/step - loss: 0.7548
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.7226
12/12 [==============================] - 0s 3ms/step - loss: 0.7503
12/12 [==============================] - 0s 3ms/step - loss: 0.7503
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.7242
12/12 [==============================] - 0s 3ms/step - loss: 0.7450
12/12 [==============================] - 0s 3ms/step - loss: 0.7450
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.7262
12/12 [==============================] - 0s 3ms/step - loss: 0.7386
12/12 [==============================] - 0s 3ms/step - loss: 0.7386
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.7287
12/12 [==============================] - 0s 3ms/step - loss: 0.7310
12/12 [==============================] - 0s 3ms/step - loss: 0.7310
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.7316
12/12 [==============================] - 0s 3ms/step - loss: 0.7225
12/12 [==============================] - 0s 3ms/step - loss: 0.7225
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.7346
12/12 [==============================] - 0s 3ms/step - loss: 0.7136
12/12 [==============================] - 0s 3ms/step - loss: 0.7136
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.7375
12/12 [==============================] - 0s 3ms/step - loss: 0.7046
12/12 [==============================] - 0s 3ms/step - loss: 0.7046
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.7396
12/12 [==============================] - 0s 3ms/step - loss: 0.6962
12/12 [==============================] - 0s 3ms/step - loss: 0.6962
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.7401
12/12 [==============================] - 0s 3ms/step - loss: 0.6886
12/12 [==============================] - 0s 3ms/step - loss: 0.6886
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.7382
12/12 [==============================] - 0s 3ms/step - loss: 0.6820
12/12 [==============================] - 0s 3ms/step - loss: 0.6820
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.7332
12/12 [==============================] - 0s 3ms/step - loss: 0.6765
12/12 [==============================] - 0s 3ms/step - loss: 0.6765
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.7248
12/12 [==============================] - 0s 3ms/step - loss: 0.6724
12/12 [==============================] - 0s 3ms/step - loss: 0.6724
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.7139
12/12 [==============================] - 0s 3ms/step - loss: 0.6702
12/12 [==============================] - 0s 3ms/step - loss: 0.6702
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.7026
12/12 [==============================] - 0s 3ms/step - loss: 0.6694
12/12 [==============================] - 0s 3ms/step - loss: 0.6694
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.6921
12/12 [==============================] - 0s 3ms/step - loss: 0.6689
12/12 [==============================] - 0s 3ms/step - loss: 0.6689
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.6818
12/12 [==============================] - 0s 3ms/step - loss: 0.6686
12/12 [==============================] - 0s 3ms/step - loss: 0.6686
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.6705
12/12 [==============================] - 0s 3ms/step - loss: 0.6687
12/12 [==============================] - 0s 3ms/step - loss: 0.6687
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.6573
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
12/12 [==============================] - 0s 3ms/step - loss: 0.6689
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.6418
12/12 [==============================] - 0s 3ms/step - loss: 0.6680
12/12 [==============================] - 0s 3ms/step - loss: 0.6680
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.6236
12/12 [==============================] - 0s 3ms/step - loss: 0.6655
12/12 [==============================] - 0s 3ms/step - loss: 0.6655
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.6014
12/12 [==============================] - 0s 2ms/step - loss: 0.6616
12/12 [==============================] - 0s 3ms/step - loss: 0.6616
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.5744
12/12 [==============================] - 0s 2ms/step - loss: 0.6568
12/12 [==============================] - 0s 3ms/step - loss: 0.6568
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.5418
12/12 [==============================] - 0s 2ms/step - loss: 0.6522
12/12 [==============================] - 0s 3ms/step - loss: 0.6522
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.5068
12/12 [==============================] - 0s 2ms/step - loss: 0.6464
12/12 [==============================] - 0s 3ms/step - loss: 0.6464
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.4729
12/12 [==============================] - 0s 3ms/step - loss: 0.6391
12/12 [==============================] - 0s 3ms/step - loss: 0.6391
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.4425
12/12 [==============================] - 0s 3ms/step - loss: 0.6320
12/12 [==============================] - 0s 3ms/step - loss: 0.6320
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.4179
12/12 [==============================] - 0s 3ms/step - loss: 0.6238
12/12 [==============================] - 0s 3ms/step - loss: 0.6238
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.3973
12/12 [==============================] - 0s 3ms/step - loss: 0.6157
12/12 [==============================] - 0s 3ms/step - loss: 0.6157
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.3784
12/12 [==============================] - 0s 3ms/step - loss: 0.6086
12/12 [==============================] - 0s 3ms/step - loss: 0.6086
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.3614
12/12 [==============================] - 0s 3ms/step - loss: 0.6011
12/12 [==============================] - 0s 3ms/step - loss: 0.6011
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.3458
12/12 [==============================] - 0s 3ms/step - loss: 0.5934
12/12 [==============================] - 0s 3ms/step - loss: 0.5934
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.3315
12/12 [==============================] - 0s 3ms/step - loss: 0.5849
12/12 [==============================] - 0s 3ms/step - loss: 0.5849
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.3183
12/12 [==============================] - 0s 3ms/step - loss: 0.5767
12/12 [==============================] - 0s 3ms/step - loss: 0.5767
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.3060
12/12 [==============================] - 0s 3ms/step - loss: 0.5683
12/12 [==============================] - 0s 3ms/step - loss: 0.5683
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.2945
12/12 [==============================] - 0s 3ms/step - loss: 0.5607
12/12 [==============================] - 0s 3ms/step - loss: 0.5607
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.2833
12/12 [==============================] - 0s 3ms/step - loss: 0.5539
12/12 [==============================] - 0s 3ms/step - loss: 0.5539
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.2728
12/12 [==============================] - 0s 3ms/step - loss: 0.5466
12/12 [==============================] - 0s 3ms/step - loss: 0.5466
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.2628
12/12 [==============================] - 0s 3ms/step - loss: 0.5412
12/12 [==============================] - 0s 3ms/step - loss: 0.5412
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.2535
12/12 [==============================] - 0s 3ms/step - loss: 0.5361
12/12 [==============================] - 0s 4ms/step - loss: 0.5361
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.2454
12/12 [==============================] - 0s 3ms/step - loss: 0.5295
12/12 [==============================] - 0s 3ms/step - loss: 0.5295
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.2366
12/12 [==============================] - 0s 3ms/step - loss: 0.5274
12/12 [==============================] - 0s 3ms/step - loss: 0.5274
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.2291
12/12 [==============================] - 0s 3ms/step - loss: 0.5207
12/12 [==============================] - 0s 3ms/step - loss: 0.5207
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.2210
12/12 [==============================] - 0s 3ms/step - loss: 0.5216
12/12 [==============================] - 0s 3ms/step - loss: 0.5216
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.2135
12/12 [==============================] - 0s 3ms/step - loss: 0.5155
12/12 [==============================] - 0s 3ms/step - loss: 0.5155
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.2058
12/12 [==============================] - 0s 3ms/step - loss: 0.5181
12/12 [==============================] - 0s 3ms/step - loss: 0.5181
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.1983
12/12 [==============================] - 0s 3ms/step - loss: 0.5115
12/12 [==============================] - 0s 3ms/step - loss: 0.5115
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.1923
12/12 [==============================] - 0s 3ms/step - loss: 0.5115
12/12 [==============================] - 0s 3ms/step - loss: 0.5115
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.1851
12/12 [==============================] - 0s 2ms/step - loss: 0.5076
12/12 [==============================] - 0s 3ms/step - loss: 0.5076
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.1788
12/12 [==============================] - 0s 2ms/step - loss: 0.5077
12/12 [==============================] - 0s 3ms/step - loss: 0.5077
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.1725
12/12 [==============================] - 0s 2ms/step - loss: 0.5046
12/12 [==============================] - 0s 3ms/step - loss: 0.5046
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.1664
12/12 [==============================] - 0s 2ms/step - loss: 0.5052
12/12 [==============================] - 0s 3ms/step - loss: 0.5052
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.1604
12/12 [==============================] - 0s 2ms/step - loss: 0.5023
12/12 [==============================] - 0s 3ms/step - loss: 0.5023
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.1542
12/12 [==============================] - 0s 3ms/step - loss: 0.5045
12/12 [==============================] - 0s 3ms/step - loss: 0.5045
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.1486
12/12 [==============================] - 0s 3ms/step - loss: 0.5008
12/12 [==============================] - 0s 3ms/step - loss: 0.5008
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.1432
12/12 [==============================] - 0s 3ms/step - loss: 0.5049
12/12 [==============================] - 0s 3ms/step - loss: 0.5049
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.1384
12/12 [==============================] - 0s 3ms/step - loss: 0.4991
12/12 [==============================] - 0s 3ms/step - loss: 0.4991
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.1337
12/12 [==============================] - 0s 3ms/step - loss: 0.5015
12/12 [==============================] - 0s 3ms/step - loss: 0.5015
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.1290
12/12 [==============================] - 0s 3ms/step - loss: 0.4965
12/12 [==============================] - 0s 3ms/step - loss: 0.4965
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.1244
12/12 [==============================] - 0s 3ms/step - loss: 0.4978
12/12 [==============================] - 0s 3ms/step - loss: 0.4978
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.1198
12/12 [==============================] - 0s 3ms/step - loss: 0.4946
12/12 [==============================] - 0s 3ms/step - loss: 0.4946
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.1153
12/12 [==============================] - 0s 3ms/step - loss: 0.4954
12/12 [==============================] - 0s 3ms/step - loss: 0.4954
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.1108
12/12 [==============================] - 0s 3ms/step - loss: 0.4926
12/12 [==============================] - 0s 3ms/step - loss: 0.4926
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.1063
12/12 [==============================] - 0s 3ms/step - loss: 0.4931
12/12 [==============================] - 0s 3ms/step - loss: 0.4931
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.1021
12/12 [==============================] - 0s 3ms/step - loss: 0.4916
12/12 [==============================] - 0s 3ms/step - loss: 0.4916
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.0980
12/12 [==============================] - 0s 3ms/step - loss: 0.4920
12/12 [==============================] - 0s 3ms/step - loss: 0.4920
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.0941
12/12 [==============================] - 0s 3ms/step - loss: 0.4905
12/12 [==============================] - 0s 3ms/step - loss: 0.4905
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.0903
12/12 [==============================] - 0s 3ms/step - loss: 0.4914
12/12 [==============================] - 0s 3ms/step - loss: 0.4914
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.0865
12/12 [==============================] - 0s 3ms/step - loss: 0.4897
12/12 [==============================] - 0s 3ms/step - loss: 0.4897
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.0830
12/12 [==============================] - 0s 3ms/step - loss: 0.4905
12/12 [==============================] - 0s 3ms/step - loss: 0.4905
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.0795
12/12 [==============================] - 0s 3ms/step - loss: 0.4883
12/12 [==============================] - 0s 3ms/step - loss: 0.4883
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.0761
12/12 [==============================] - 0s 3ms/step - loss: 0.4893
12/12 [==============================] - 0s 3ms/step - loss: 0.4893
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.0727
12/12 [==============================] - 0s 3ms/step - loss: 0.4873
12/12 [==============================] - 0s 3ms/step - loss: 0.4873
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.0696
12/12 [==============================] - 0s 3ms/step - loss: 0.4895
12/12 [==============================] - 0s 3ms/step - loss: 0.4895
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.0668
12/12 [==============================] - 0s 3ms/step - loss: 0.4868
12/12 [==============================] - 0s 3ms/step - loss: 0.4868
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.0644
12/12 [==============================] - 0s 3ms/step - loss: 0.4923
12/12 [==============================] - 0s 3ms/step - loss: 0.4923
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.0619
12/12 [==============================] - 0s 3ms/step - loss: 0.4858
12/12 [==============================] - 0s 3ms/step - loss: 0.4858
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.0597
12/12 [==============================] - 0s 2ms/step - loss: 0.4907
12/12 [==============================] - 0s 3ms/step - loss: 0.4907
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.0575
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.0555
12/12 [==============================] - 0s 2ms/step - loss: 0.4885
12/12 [==============================] - 0s 3ms/step - loss: 0.4885
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.0535
12/12 [==============================] - 0s 2ms/step - loss: 0.4835
12/12 [==============================] - 0s 3ms/step - loss: 0.4835
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.0515
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
12/12 [==============================] - 0s 3ms/step - loss: 0.4877
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.0497
12/12 [==============================] - 0s 2ms/step - loss: 0.4841
12/12 [==============================] - 0s 3ms/step - loss: 0.4841
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.0480
12/12 [==============================] - 0s 3ms/step - loss: 0.4902
12/12 [==============================] - 0s 3ms/step - loss: 0.4902
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.0460
12/12 [==============================] - 0s 3ms/step - loss: 0.4827
12/12 [==============================] - 0s 3ms/step - loss: 0.4827
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.0445
12/12 [==============================] - 0s 3ms/step - loss: 0.4886
12/12 [==============================] - 0s 3ms/step - loss: 0.4886
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.0428
12/12 [==============================] - 0s 3ms/step - loss: 0.4821
12/12 [==============================] - 0s 3ms/step - loss: 0.4821
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.0412
12/12 [==============================] - 0s 3ms/step - loss: 0.4870
12/12 [==============================] - 0s 3ms/step - loss: 0.4870
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.0395
12/12 [==============================] - 0s 3ms/step - loss: 0.4822
12/12 [==============================] - 0s 3ms/step - loss: 0.4822
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.0380
12/12 [==============================] - 0s 3ms/step - loss: 0.4887
12/12 [==============================] - 0s 3ms/step - loss: 0.4887
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.0363
12/12 [==============================] - 0s 3ms/step - loss: 0.4814
12/12 [==============================] - 0s 4ms/step - loss: 0.4814
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.0348
12/12 [==============================] - 0s 3ms/step - loss: 0.4866
12/12 [==============================] - 0s 3ms/step - loss: 0.4866
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.0335
12/12 [==============================] - 0s 3ms/step - loss: 0.4812
12/12 [==============================] - 0s 3ms/step - loss: 0.4812
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.0320
12/12 [==============================] - 0s 3ms/step - loss: 0.4865
12/12 [==============================] - 0s 3ms/step - loss: 0.4865
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.0307
12/12 [==============================] - 0s 3ms/step - loss: 0.4808
12/12 [==============================] - 0s 3ms/step - loss: 0.4808
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.0294
12/12 [==============================] - 0s 3ms/step - loss: 0.4864
12/12 [==============================] - 0s 3ms/step - loss: 0.4864
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.0281
12/12 [==============================] - 0s 3ms/step - loss: 0.4805
12/12 [==============================] - 0s 3ms/step - loss: 0.4805
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.0268
12/12 [==============================] - 0s 3ms/step - loss: 0.4861
12/12 [==============================] - 0s 3ms/step - loss: 0.4861
Epoch: 100# A time tibble: 336 x 3
# Index: index
index value key
<dttm> <dbl> <fct>
1 2019-08-01 00:04:35 4.88 actual
2 2019-08-01 00:09:35 5.16 actual
3 2019-08-01 00:14:35 5.38 actual
4 2019-08-01 00:19:35 5.55 actual
5 2019-08-01 00:24:35 5.72 actual
6 2019-08-01 00:29:35 5.88 actual
7 2019-08-01 00:34:35 6.05 actual
8 2019-08-01 00:39:35 5.94 actual
9 2019-08-01 00:44:35 5.66 actual
10 2019-08-01 00:49:35 5.38 actual
# ... with 326 more rows5.2.2 Mapping The LSTM Prediction Function Over The 8 Samples
sample_predictions_lstm_tbl <- rolling_origin_resamples %>%
mutate(predict = map(splits, predict_keras_lstm, epochs = 250))
1/12 [=>............................] - ETA: 0s - loss: 1.7163
12/12 [==============================] - 0s 2ms/step - loss: 0.7709
12/12 [==============================] - 0s 3ms/step - loss: 0.7709
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.7058
12/12 [==============================] - 0s 2ms/step - loss: 0.7699
12/12 [==============================] - 0s 3ms/step - loss: 0.7699
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.7056
12/12 [==============================] - 0s 3ms/step - loss: 0.7694
12/12 [==============================] - 0s 3ms/step - loss: 0.7694
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.7060
12/12 [==============================] - 0s 3ms/step - loss: 0.7689
12/12 [==============================] - 0s 3ms/step - loss: 0.7689
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.7064
12/12 [==============================] - 0s 2ms/step - loss: 0.7683
12/12 [==============================] - 0s 3ms/step - loss: 0.7683
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.7068
12/12 [==============================] - 0s 3ms/step - loss: 0.7679
12/12 [==============================] - 0s 3ms/step - loss: 0.7679
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.7070
12/12 [==============================] - 0s 3ms/step - loss: 0.7676
12/12 [==============================] - 0s 3ms/step - loss: 0.7676
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.7071
12/12 [==============================] - 0s 3ms/step - loss: 0.7673
12/12 [==============================] - 0s 3ms/step - loss: 0.7673
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.7072
12/12 [==============================] - 0s 3ms/step - loss: 0.7670
12/12 [==============================] - 0s 3ms/step - loss: 0.7670
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.7072
12/12 [==============================] - 0s 3ms/step - loss: 0.7667
12/12 [==============================] - 0s 3ms/step - loss: 0.7667
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.7071
12/12 [==============================] - 0s 3ms/step - loss: 0.7665
12/12 [==============================] - 0s 3ms/step - loss: 0.7665
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.7069
12/12 [==============================] - 0s 3ms/step - loss: 0.7663
12/12 [==============================] - 0s 3ms/step - loss: 0.7663
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.7066
12/12 [==============================] - 0s 2ms/step - loss: 0.7661
12/12 [==============================] - 0s 3ms/step - loss: 0.7661
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.7062
12/12 [==============================] - 0s 3ms/step - loss: 0.7660
12/12 [==============================] - 0s 3ms/step - loss: 0.7660
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.7058
12/12 [==============================] - 0s 3ms/step - loss: 0.7657
12/12 [==============================] - 0s 4ms/step - loss: 0.7657
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.7052
12/12 [==============================] - 0s 3ms/step - loss: 0.7655
12/12 [==============================] - 0s 3ms/step - loss: 0.7655
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.7044
12/12 [==============================] - 0s 3ms/step - loss: 0.7653
12/12 [==============================] - 0s 3ms/step - loss: 0.7653
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.7035
12/12 [==============================] - 0s 3ms/step - loss: 0.7650
12/12 [==============================] - 0s 3ms/step - loss: 0.7650
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.7024
12/12 [==============================] - 0s 3ms/step - loss: 0.7647
12/12 [==============================] - 0s 4ms/step - loss: 0.7647
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.7008
11/12 [==========================>...] - ETA: 0s - loss: 0.7913
12/12 [==============================] - 0s 5ms/step - loss: 0.7644
12/12 [==============================] - 0s 5ms/step - loss: 0.7644
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.6989
12/12 [==============================] - 0s 3ms/step - loss: 0.7640
12/12 [==============================] - 0s 4ms/step - loss: 0.7640
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.6964
12/12 [==============================] - 0s 3ms/step - loss: 0.7635
12/12 [==============================] - 0s 4ms/step - loss: 0.7635
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.6932
12/12 [==============================] - 0s 3ms/step - loss: 0.7627
12/12 [==============================] - 0s 4ms/step - loss: 0.7627
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.6890
12/12 [==============================] - 0s 3ms/step - loss: 0.7616
12/12 [==============================] - 0s 4ms/step - loss: 0.7616
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.6834
12/12 [==============================] - 0s 3ms/step - loss: 0.7600
12/12 [==============================] - 0s 3ms/step - loss: 0.7600
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.6761
12/12 [==============================] - 0s 3ms/step - loss: 0.7577
12/12 [==============================] - 0s 4ms/step - loss: 0.7577
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.6667
12/12 [==============================] - 0s 3ms/step - loss: 0.7547
12/12 [==============================] - 0s 4ms/step - loss: 0.7547
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.6551
12/12 [==============================] - 0s 3ms/step - loss: 0.7512
12/12 [==============================] - 0s 3ms/step - loss: 0.7512
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.6424
12/12 [==============================] - 0s 3ms/step - loss: 0.7478
12/12 [==============================] - 0s 4ms/step - loss: 0.7478
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.6293
12/12 [==============================] - 0s 3ms/step - loss: 0.7449
12/12 [==============================] - 0s 4ms/step - loss: 0.7449
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.6152
12/12 [==============================] - 0s 3ms/step - loss: 0.7435
12/12 [==============================] - 0s 4ms/step - loss: 0.7435
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.6009
12/12 [==============================] - 0s 3ms/step - loss: 0.7431
12/12 [==============================] - 0s 3ms/step - loss: 0.7431
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.5880
12/12 [==============================] - 0s 3ms/step - loss: 0.7433
12/12 [==============================] - 0s 3ms/step - loss: 0.7433
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.5766
12/12 [==============================] - 0s 3ms/step - loss: 0.7434
12/12 [==============================] - 0s 3ms/step - loss: 0.7434
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.5665
12/12 [==============================] - 0s 3ms/step - loss: 0.7436
12/12 [==============================] - 0s 4ms/step - loss: 0.7436
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.5565
12/12 [==============================] - 0s 3ms/step - loss: 0.7434
12/12 [==============================] - 0s 3ms/step - loss: 0.7434
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.5459
12/12 [==============================] - 0s 3ms/step - loss: 0.7424
12/12 [==============================] - 0s 3ms/step - loss: 0.7424
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.5350
12/12 [==============================] - 0s 3ms/step - loss: 0.7407
12/12 [==============================] - 0s 3ms/step - loss: 0.7407
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.5239
12/12 [==============================] - 0s 3ms/step - loss: 0.7384
12/12 [==============================] - 0s 3ms/step - loss: 0.7384
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.5126
12/12 [==============================] - 0s 3ms/step - loss: 0.7357
12/12 [==============================] - 0s 3ms/step - loss: 0.7357
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.5012
12/12 [==============================] - 0s 3ms/step - loss: 0.7328
12/12 [==============================] - 0s 4ms/step - loss: 0.7328
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.4900
12/12 [==============================] - 0s 3ms/step - loss: 0.7300
12/12 [==============================] - 0s 4ms/step - loss: 0.7300
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.4790
12/12 [==============================] - 0s 3ms/step - loss: 0.7274
12/12 [==============================] - 0s 4ms/step - loss: 0.7274
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.4683
12/12 [==============================] - 0s 3ms/step - loss: 0.7249
12/12 [==============================] - 0s 4ms/step - loss: 0.7249
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.4576
12/12 [==============================] - 0s 3ms/step - loss: 0.7227
12/12 [==============================] - 0s 3ms/step - loss: 0.7227
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.4478
12/12 [==============================] - 0s 3ms/step - loss: 0.7205
12/12 [==============================] - 0s 3ms/step - loss: 0.7205
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.4384
12/12 [==============================] - 0s 3ms/step - loss: 0.7186
12/12 [==============================] - 0s 3ms/step - loss: 0.7186
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.4293
12/12 [==============================] - 0s 3ms/step - loss: 0.7168
12/12 [==============================] - 0s 4ms/step - loss: 0.7168
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.4209
12/12 [==============================] - 0s 3ms/step - loss: 0.7151
12/12 [==============================] - 0s 3ms/step - loss: 0.7151
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.4130
12/12 [==============================] - 0s 4ms/step - loss: 0.7135
12/12 [==============================] - 0s 4ms/step - loss: 0.7135
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.4061
12/12 [==============================] - 0s 3ms/step - loss: 0.7120
12/12 [==============================] - 0s 3ms/step - loss: 0.7120
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.3993
12/12 [==============================] - 0s 3ms/step - loss: 0.7107
12/12 [==============================] - 0s 4ms/step - loss: 0.7107
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.3921
12/12 [==============================] - 0s 3ms/step - loss: 0.7094
12/12 [==============================] - 0s 3ms/step - loss: 0.7094
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.3854
12/12 [==============================] - 0s 3ms/step - loss: 0.7081
12/12 [==============================] - 0s 4ms/step - loss: 0.7081
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.3794
12/12 [==============================] - 0s 3ms/step - loss: 0.7069
12/12 [==============================] - 0s 4ms/step - loss: 0.7069
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.3737
12/12 [==============================] - 0s 3ms/step - loss: 0.7057
12/12 [==============================] - 0s 3ms/step - loss: 0.7057
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.3680
12/12 [==============================] - 0s 3ms/step - loss: 0.7045
12/12 [==============================] - 0s 4ms/step - loss: 0.7045
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.3625
12/12 [==============================] - 0s 3ms/step - loss: 0.7034
12/12 [==============================] - 0s 4ms/step - loss: 0.7034
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.3568
12/12 [==============================] - 0s 3ms/step - loss: 0.7022
12/12 [==============================] - 0s 3ms/step - loss: 0.7022
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.3518
12/12 [==============================] - 0s 3ms/step - loss: 0.7011
12/12 [==============================] - 0s 3ms/step - loss: 0.7011
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.3469
12/12 [==============================] - 0s 3ms/step - loss: 0.7000
12/12 [==============================] - 0s 4ms/step - loss: 0.7000
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.3421
12/12 [==============================] - 0s 3ms/step - loss: 0.6990
12/12 [==============================] - 0s 3ms/step - loss: 0.6990
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.3368
12/12 [==============================] - 0s 3ms/step - loss: 0.6981
12/12 [==============================] - 0s 3ms/step - loss: 0.6981
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.3319
12/12 [==============================] - 0s 3ms/step - loss: 0.6971
12/12 [==============================] - 0s 3ms/step - loss: 0.6971
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.3269
12/12 [==============================] - 0s 3ms/step - loss: 0.6962
12/12 [==============================] - 0s 3ms/step - loss: 0.6962
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.3220
12/12 [==============================] - 0s 3ms/step - loss: 0.6953
12/12 [==============================] - 0s 3ms/step - loss: 0.6953
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.3172
12/12 [==============================] - 0s 4ms/step - loss: 0.6944
12/12 [==============================] - 0s 4ms/step - loss: 0.6944
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.3127
12/12 [==============================] - 0s 3ms/step - loss: 0.6935
12/12 [==============================] - 0s 3ms/step - loss: 0.6935
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.3083
12/12 [==============================] - 0s 4ms/step - loss: 0.6927
12/12 [==============================] - 0s 4ms/step - loss: 0.6927
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.3038
12/12 [==============================] - 0s 3ms/step - loss: 0.6919
12/12 [==============================] - 0s 3ms/step - loss: 0.6919
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.2994
12/12 [==============================] - 0s 3ms/step - loss: 0.6912
12/12 [==============================] - 0s 3ms/step - loss: 0.6912
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.2951
12/12 [==============================] - 0s 3ms/step - loss: 0.6904
12/12 [==============================] - 0s 4ms/step - loss: 0.6904
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.2910
12/12 [==============================] - 0s 3ms/step - loss: 0.6896
12/12 [==============================] - 0s 3ms/step - loss: 0.6896
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.2869
12/12 [==============================] - 0s 3ms/step - loss: 0.6888
12/12 [==============================] - 0s 3ms/step - loss: 0.6888
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.2829
12/12 [==============================] - 0s 3ms/step - loss: 0.6881
12/12 [==============================] - 0s 3ms/step - loss: 0.6881
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.2788
12/12 [==============================] - 0s 3ms/step - loss: 0.6873
12/12 [==============================] - 0s 4ms/step - loss: 0.6873
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.2749
12/12 [==============================] - 0s 3ms/step - loss: 0.6865
12/12 [==============================] - 0s 4ms/step - loss: 0.6865
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.2712
12/12 [==============================] - 0s 3ms/step - loss: 0.6857
12/12 [==============================] - 0s 4ms/step - loss: 0.6857
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.2675
12/12 [==============================] - 0s 3ms/step - loss: 0.6850
12/12 [==============================] - 0s 3ms/step - loss: 0.6850
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.2637
12/12 [==============================] - 0s 3ms/step - loss: 0.6842
12/12 [==============================] - 0s 3ms/step - loss: 0.6842
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.2598
12/12 [==============================] - 0s 3ms/step - loss: 0.6835
12/12 [==============================] - 0s 4ms/step - loss: 0.6835
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.2561
12/12 [==============================] - 0s 3ms/step - loss: 0.6828
12/12 [==============================] - 0s 4ms/step - loss: 0.6828
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.2524
12/12 [==============================] - 0s 3ms/step - loss: 0.6820
12/12 [==============================] - 0s 3ms/step - loss: 0.6820
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.2487
12/12 [==============================] - 0s 3ms/step - loss: 0.6812
12/12 [==============================] - 0s 3ms/step - loss: 0.6812
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.2451
12/12 [==============================] - 0s 3ms/step - loss: 0.6805
12/12 [==============================] - 0s 4ms/step - loss: 0.6805
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.2417
12/12 [==============================] - 0s 3ms/step - loss: 0.6797
12/12 [==============================] - 0s 3ms/step - loss: 0.6797
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.2381
12/12 [==============================] - 0s 2ms/step - loss: 0.6790
12/12 [==============================] - 0s 3ms/step - loss: 0.6790
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.2344
12/12 [==============================] - 0s 3ms/step - loss: 0.6783
12/12 [==============================] - 0s 3ms/step - loss: 0.6783
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.2308
12/12 [==============================] - 0s 3ms/step - loss: 0.6775
12/12 [==============================] - 0s 4ms/step - loss: 0.6775
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.2274
12/12 [==============================] - 0s 3ms/step - loss: 0.6768
12/12 [==============================] - 0s 3ms/step - loss: 0.6768
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.2238
12/12 [==============================] - 0s 3ms/step - loss: 0.6760
12/12 [==============================] - 0s 3ms/step - loss: 0.6760
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.2203
12/12 [==============================] - 0s 3ms/step - loss: 0.6753
12/12 [==============================] - 0s 3ms/step - loss: 0.6753
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.2166
12/12 [==============================] - 0s 3ms/step - loss: 0.6746
12/12 [==============================] - 0s 3ms/step - loss: 0.6746
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.2131
12/12 [==============================] - 0s 3ms/step - loss: 0.6739
12/12 [==============================] - 0s 3ms/step - loss: 0.6739
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.2095
12/12 [==============================] - 0s 3ms/step - loss: 0.6732
12/12 [==============================] - 0s 3ms/step - loss: 0.6732
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.2060
12/12 [==============================] - 0s 3ms/step - loss: 0.6725
12/12 [==============================] - 0s 4ms/step - loss: 0.6725
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.2025
12/12 [==============================] - 0s 3ms/step - loss: 0.6718
12/12 [==============================] - 0s 3ms/step - loss: 0.6718
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.1992
12/12 [==============================] - 0s 3ms/step - loss: 0.6711
12/12 [==============================] - 0s 3ms/step - loss: 0.6711
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.1956
12/12 [==============================] - 0s 3ms/step - loss: 0.6703
12/12 [==============================] - 0s 3ms/step - loss: 0.6703
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.1922
12/12 [==============================] - 0s 3ms/step - loss: 0.6696
12/12 [==============================] - 0s 3ms/step - loss: 0.6696
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 1.1889
12/12 [==============================] - 0s 3ms/step - loss: 0.6688
12/12 [==============================] - 0s 3ms/step - loss: 0.6688
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 1.1856
12/12 [==============================] - 0s 3ms/step - loss: 0.6681
12/12 [==============================] - 0s 3ms/step - loss: 0.6681
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 1.1823
12/12 [==============================] - 0s 3ms/step - loss: 0.6673
12/12 [==============================] - 0s 3ms/step - loss: 0.6673
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 1.1790
12/12 [==============================] - 0s 3ms/step - loss: 0.6666
12/12 [==============================] - 0s 4ms/step - loss: 0.6666
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 1.1757
12/12 [==============================] - 0s 3ms/step - loss: 0.6658
12/12 [==============================] - 0s 4ms/step - loss: 0.6658
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 1.1724
12/12 [==============================] - 0s 3ms/step - loss: 0.6651
12/12 [==============================] - 0s 3ms/step - loss: 0.6651
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 1.1692
12/12 [==============================] - 0s 3ms/step - loss: 0.6643
12/12 [==============================] - 0s 3ms/step - loss: 0.6643
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 1.1659
12/12 [==============================] - 0s 3ms/step - loss: 0.6636
12/12 [==============================] - 0s 3ms/step - loss: 0.6636
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 1.1626
12/12 [==============================] - 0s 3ms/step - loss: 0.6629
12/12 [==============================] - 0s 3ms/step - loss: 0.6629
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 1.1594
12/12 [==============================] - 0s 3ms/step - loss: 0.6621
12/12 [==============================] - 0s 3ms/step - loss: 0.6621
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 1.1561
12/12 [==============================] - 0s 3ms/step - loss: 0.6613
12/12 [==============================] - 0s 3ms/step - loss: 0.6613
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 1.1529
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
12/12 [==============================] - 0s 3ms/step - loss: 0.6605
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 1.1497
12/12 [==============================] - 0s 2ms/step - loss: 0.6597
12/12 [==============================] - 0s 3ms/step - loss: 0.6597
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 1.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.6590
12/12 [==============================] - 0s 3ms/step - loss: 0.6590
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 1.1435
12/12 [==============================] - 0s 3ms/step - loss: 0.6582
12/12 [==============================] - 0s 3ms/step - loss: 0.6582
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 1.1405
12/12 [==============================] - 0s 3ms/step - loss: 0.6575
12/12 [==============================] - 0s 3ms/step - loss: 0.6575
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 1.1375
12/12 [==============================] - 0s 3ms/step - loss: 0.6567
12/12 [==============================] - 0s 3ms/step - loss: 0.6567
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 1.1347
12/12 [==============================] - 0s 3ms/step - loss: 0.6560
12/12 [==============================] - 0s 3ms/step - loss: 0.6560
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 1.1319
12/12 [==============================] - 0s 3ms/step - loss: 0.6553
12/12 [==============================] - 0s 4ms/step - loss: 0.6553
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 1.1291
12/12 [==============================] - 0s 3ms/step - loss: 0.6546
12/12 [==============================] - 0s 3ms/step - loss: 0.6546
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 1.1264
12/12 [==============================] - 0s 3ms/step - loss: 0.6539
12/12 [==============================] - 0s 3ms/step - loss: 0.6539
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 1.1238
12/12 [==============================] - 0s 3ms/step - loss: 0.6531
12/12 [==============================] - 0s 3ms/step - loss: 0.6531
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 1.1211
12/12 [==============================] - 0s 3ms/step - loss: 0.6524
12/12 [==============================] - 0s 3ms/step - loss: 0.6524
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 1.1185
12/12 [==============================] - 0s 3ms/step - loss: 0.6517
12/12 [==============================] - 0s 4ms/step - loss: 0.6517
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 1.1159
12/12 [==============================] - 0s 3ms/step - loss: 0.6510
12/12 [==============================] - 0s 3ms/step - loss: 0.6510
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 1.1134
12/12 [==============================] - 0s 3ms/step - loss: 0.6503
12/12 [==============================] - 0s 4ms/step - loss: 0.6503
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 1.1108
12/12 [==============================] - 0s 3ms/step - loss: 0.6496
12/12 [==============================] - 0s 4ms/step - loss: 0.6496
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 1.1084
12/12 [==============================] - 0s 3ms/step - loss: 0.6489
12/12 [==============================] - 0s 4ms/step - loss: 0.6489
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 1.1058
12/12 [==============================] - 0s 4ms/step - loss: 0.6482
12/12 [==============================] - 0s 4ms/step - loss: 0.6482
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 1.1034
12/12 [==============================] - 0s 3ms/step - loss: 0.6475
12/12 [==============================] - 0s 3ms/step - loss: 0.6475
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 1.1012
12/12 [==============================] - 0s 3ms/step - loss: 0.6468
12/12 [==============================] - 0s 4ms/step - loss: 0.6468
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 1.0991
12/12 [==============================] - 0s 3ms/step - loss: 0.6461
12/12 [==============================] - 0s 3ms/step - loss: 0.6461
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 1.0970
12/12 [==============================] - 0s 3ms/step - loss: 0.6454
12/12 [==============================] - 0s 3ms/step - loss: 0.6454
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 1.0950
12/12 [==============================] - 0s 3ms/step - loss: 0.6447
12/12 [==============================] - 0s 3ms/step - loss: 0.6447
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 1.0930
12/12 [==============================] - 0s 3ms/step - loss: 0.6441
12/12 [==============================] - 0s 3ms/step - loss: 0.6441
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 1.0909
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
12/12 [==============================] - 0s 3ms/step - loss: 0.6435
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 1.0888
12/12 [==============================] - 0s 2ms/step - loss: 0.6428
12/12 [==============================] - 0s 3ms/step - loss: 0.6428
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 1.0867
12/12 [==============================] - 0s 2ms/step - loss: 0.6421
12/12 [==============================] - 0s 3ms/step - loss: 0.6421
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 1.0846
12/12 [==============================] - 0s 3ms/step - loss: 0.6415
12/12 [==============================] - 0s 3ms/step - loss: 0.6415
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 1.0825
12/12 [==============================] - 0s 3ms/step - loss: 0.6408
12/12 [==============================] - 0s 3ms/step - loss: 0.6408
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 1.0804
12/12 [==============================] - 0s 3ms/step - loss: 0.6401
12/12 [==============================] - 0s 4ms/step - loss: 0.6401
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 1.0784
12/12 [==============================] - 0s 3ms/step - loss: 0.6395
12/12 [==============================] - 0s 3ms/step - loss: 0.6395
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 1.0765
12/12 [==============================] - 0s 3ms/step - loss: 0.6388
12/12 [==============================] - 0s 3ms/step - loss: 0.6388
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 1.0746
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 1.0728
12/12 [==============================] - 0s 3ms/step - loss: 0.6375
12/12 [==============================] - 0s 3ms/step - loss: 0.6375
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 1.0710
12/12 [==============================] - 0s 3ms/step - loss: 0.6368
12/12 [==============================] - 0s 3ms/step - loss: 0.6368
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 1.0691
12/12 [==============================] - 0s 3ms/step - loss: 0.6361
12/12 [==============================] - 0s 3ms/step - loss: 0.6361
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 1.0672
12/12 [==============================] - 0s 3ms/step - loss: 0.6354
12/12 [==============================] - 0s 3ms/step - loss: 0.6354
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 1.0654
12/12 [==============================] - 0s 3ms/step - loss: 0.6347
12/12 [==============================] - 0s 3ms/step - loss: 0.6347
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 1.0635
12/12 [==============================] - 0s 3ms/step - loss: 0.6340
12/12 [==============================] - 0s 3ms/step - loss: 0.6340
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 1.0616
12/12 [==============================] - 0s 3ms/step - loss: 0.6332
12/12 [==============================] - 0s 3ms/step - loss: 0.6332
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 1.0598
12/12 [==============================] - 0s 3ms/step - loss: 0.6325
12/12 [==============================] - 0s 3ms/step - loss: 0.6325
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 1.0579
12/12 [==============================] - 0s 3ms/step - loss: 0.6317
12/12 [==============================] - 0s 3ms/step - loss: 0.6317
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 1.0560
12/12 [==============================] - 0s 3ms/step - loss: 0.6309
12/12 [==============================] - 0s 3ms/step - loss: 0.6309
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 1.0542
12/12 [==============================] - 0s 3ms/step - loss: 0.6302
12/12 [==============================] - 0s 3ms/step - loss: 0.6302
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 1.0526
12/12 [==============================] - 0s 3ms/step - loss: 0.6294
12/12 [==============================] - 0s 4ms/step - loss: 0.6294
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 1.0511
12/12 [==============================] - 0s 3ms/step - loss: 0.6286
12/12 [==============================] - 0s 3ms/step - loss: 0.6286
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 1.0496
12/12 [==============================] - 0s 3ms/step - loss: 0.6278
12/12 [==============================] - 0s 3ms/step - loss: 0.6278
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 1.0480
12/12 [==============================] - 0s 3ms/step - loss: 0.6270
12/12 [==============================] - 0s 3ms/step - loss: 0.6270
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 1.0464
12/12 [==============================] - 0s 3ms/step - loss: 0.6261
12/12 [==============================] - 0s 3ms/step - loss: 0.6261
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 1.0449
12/12 [==============================] - 0s 3ms/step - loss: 0.6253
12/12 [==============================] - 0s 3ms/step - loss: 0.6253
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 1.0433
12/12 [==============================] - 0s 3ms/step - loss: 0.6244
12/12 [==============================] - 0s 3ms/step - loss: 0.6244
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 1.0417
12/12 [==============================] - 0s 3ms/step - loss: 0.6234
12/12 [==============================] - 0s 3ms/step - loss: 0.6234
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 1.0400
12/12 [==============================] - 0s 3ms/step - loss: 0.6225
12/12 [==============================] - 0s 4ms/step - loss: 0.6225
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 1.0385
12/12 [==============================] - 0s 3ms/step - loss: 0.6215
12/12 [==============================] - 0s 3ms/step - loss: 0.6215
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 1.0370
12/12 [==============================] - 0s 3ms/step - loss: 0.6206
12/12 [==============================] - 0s 3ms/step - loss: 0.6206
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 1.0355
12/12 [==============================] - 0s 3ms/step - loss: 0.6196
12/12 [==============================] - 0s 4ms/step - loss: 0.6196
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 1.0341
12/12 [==============================] - 0s 4ms/step - loss: 0.6186
12/12 [==============================] - 0s 4ms/step - loss: 0.6186
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 1.0326
12/12 [==============================] - 0s 3ms/step - loss: 0.6176
12/12 [==============================] - 0s 4ms/step - loss: 0.6176
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 1.0311
12/12 [==============================] - 0s 3ms/step - loss: 0.6166
12/12 [==============================] - 0s 4ms/step - loss: 0.6166
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 1.0297
12/12 [==============================] - 0s 3ms/step - loss: 0.6156
12/12 [==============================] - 0s 3ms/step - loss: 0.6156
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 1.0282
12/12 [==============================] - 0s 3ms/step - loss: 0.6146
12/12 [==============================] - 0s 4ms/step - loss: 0.6146
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 1.0267
12/12 [==============================] - 0s 4ms/step - loss: 0.6136
12/12 [==============================] - 0s 5ms/step - loss: 0.6136
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 1.0253
12/12 [==============================] - 0s 3ms/step - loss: 0.6125
12/12 [==============================] - 0s 4ms/step - loss: 0.6125
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 1.0238
12/12 [==============================] - 0s 3ms/step - loss: 0.6115
12/12 [==============================] - 0s 4ms/step - loss: 0.6115
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 1.0223
12/12 [==============================] - 0s 3ms/step - loss: 0.6104
12/12 [==============================] - 0s 4ms/step - loss: 0.6104
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 1.0208
12/12 [==============================] - 0s 3ms/step - loss: 0.6094
12/12 [==============================] - 0s 4ms/step - loss: 0.6094
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 1.0194
12/12 [==============================] - 0s 3ms/step - loss: 0.6083
12/12 [==============================] - 0s 3ms/step - loss: 0.6083
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 1.0181
12/12 [==============================] - 0s 3ms/step - loss: 0.6073
12/12 [==============================] - 0s 3ms/step - loss: 0.6073
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 1.0169
12/12 [==============================] - 0s 3ms/step - loss: 0.6063
12/12 [==============================] - 0s 3ms/step - loss: 0.6063
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 1.0158
12/12 [==============================] - 0s 3ms/step - loss: 0.6052
12/12 [==============================] - 0s 3ms/step - loss: 0.6052
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 1.0149
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 1.0140
12/12 [==============================] - 0s 2ms/step - loss: 0.6032
12/12 [==============================] - 0s 3ms/step - loss: 0.6032
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 1.0132
12/12 [==============================] - 0s 3ms/step - loss: 0.6022
12/12 [==============================] - 0s 3ms/step - loss: 0.6022
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 1.0123
12/12 [==============================] - 0s 3ms/step - loss: 0.6012
12/12 [==============================] - 0s 3ms/step - loss: 0.6012
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 1.0115
12/12 [==============================] - 0s 3ms/step - loss: 0.6002
12/12 [==============================] - 0s 4ms/step - loss: 0.6002
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 1.0106
12/12 [==============================] - 0s 3ms/step - loss: 0.5991
12/12 [==============================] - 0s 4ms/step - loss: 0.5991
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 1.0097
12/12 [==============================] - 0s 3ms/step - loss: 0.5981
12/12 [==============================] - 0s 4ms/step - loss: 0.5981
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 1.0088
12/12 [==============================] - 0s 3ms/step - loss: 0.5970
12/12 [==============================] - 0s 3ms/step - loss: 0.5970
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 1.0078
8/12 [===================>..........] - ETA: 0s - loss: 0.6200
12/12 [==============================] - 0s 6ms/step - loss: 0.5959
12/12 [==============================] - 0s 6ms/step - loss: 0.5959
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 1.0069
12/12 [==============================] - 0s 3ms/step - loss: 0.5948
12/12 [==============================] - 0s 4ms/step - loss: 0.5948
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 1.0060
12/12 [==============================] - 0s 4ms/step - loss: 0.5936
12/12 [==============================] - 0s 4ms/step - loss: 0.5936
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 1.0050
12/12 [==============================] - 0s 3ms/step - loss: 0.5925
12/12 [==============================] - 0s 3ms/step - loss: 0.5925
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 1.0042
12/12 [==============================] - 0s 3ms/step - loss: 0.5914
12/12 [==============================] - 0s 3ms/step - loss: 0.5914
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 1.0032
12/12 [==============================] - 0s 3ms/step - loss: 0.5902
12/12 [==============================] - 0s 3ms/step - loss: 0.5902
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 1.0024
12/12 [==============================] - 0s 3ms/step - loss: 0.5891
12/12 [==============================] - 0s 3ms/step - loss: 0.5891
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 1.0014
12/12 [==============================] - 0s 3ms/step - loss: 0.5879
12/12 [==============================] - 0s 4ms/step - loss: 0.5879
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 1.0005
12/12 [==============================] - 0s 3ms/step - loss: 0.5867
12/12 [==============================] - 0s 3ms/step - loss: 0.5867
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.9995
12/12 [==============================] - 0s 3ms/step - loss: 0.5855
12/12 [==============================] - 0s 3ms/step - loss: 0.5855
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.9986
12/12 [==============================] - 0s 3ms/step - loss: 0.5843
12/12 [==============================] - 0s 3ms/step - loss: 0.5843
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.9977
12/12 [==============================] - 0s 3ms/step - loss: 0.5832
12/12 [==============================] - 0s 3ms/step - loss: 0.5832
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.9968
12/12 [==============================] - 0s 3ms/step - loss: 0.5821
12/12 [==============================] - 0s 3ms/step - loss: 0.5821
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.9959
12/12 [==============================] - 0s 3ms/step - loss: 0.5809
12/12 [==============================] - 0s 3ms/step - loss: 0.5809
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.9951
12/12 [==============================] - 0s 3ms/step - loss: 0.5798
12/12 [==============================] - 0s 3ms/step - loss: 0.5798
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.9942
12/12 [==============================] - 0s 3ms/step - loss: 0.5787
12/12 [==============================] - 0s 3ms/step - loss: 0.5787
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.9933
12/12 [==============================] - 0s 3ms/step - loss: 0.5776
12/12 [==============================] - 0s 3ms/step - loss: 0.5776
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.9924
12/12 [==============================] - 0s 3ms/step - loss: 0.5766
12/12 [==============================] - 0s 3ms/step - loss: 0.5766
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.9914
12/12 [==============================] - 0s 4ms/step - loss: 0.5755
12/12 [==============================] - 0s 4ms/step - loss: 0.5755
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.9904
12/12 [==============================] - 0s 4ms/step - loss: 0.5744
12/12 [==============================] - 0s 5ms/step - loss: 0.5744
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.9894
12/12 [==============================] - 0s 3ms/step - loss: 0.5734
12/12 [==============================] - 0s 3ms/step - loss: 0.5734
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.9884
12/12 [==============================] - 0s 3ms/step - loss: 0.5724
12/12 [==============================] - 0s 4ms/step - loss: 0.5724
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.9874
12/12 [==============================] - 0s 3ms/step - loss: 0.5712
12/12 [==============================] - 0s 3ms/step - loss: 0.5712
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.9864
12/12 [==============================] - 0s 3ms/step - loss: 0.5702
12/12 [==============================] - 0s 4ms/step - loss: 0.5702
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.9854
12/12 [==============================] - 0s 3ms/step - loss: 0.5692
12/12 [==============================] - 0s 3ms/step - loss: 0.5692
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.9844
12/12 [==============================] - 0s 3ms/step - loss: 0.5682
12/12 [==============================] - 0s 4ms/step - loss: 0.5682
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.9834
12/12 [==============================] - 0s 3ms/step - loss: 0.5671
12/12 [==============================] - 0s 3ms/step - loss: 0.5671
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.9824
12/12 [==============================] - 0s 3ms/step - loss: 0.5661
12/12 [==============================] - 0s 4ms/step - loss: 0.5661
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.9815
12/12 [==============================] - 0s 3ms/step - loss: 0.5651
12/12 [==============================] - 0s 3ms/step - loss: 0.5651
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.9804
12/12 [==============================] - 0s 3ms/step - loss: 0.5641
12/12 [==============================] - 0s 3ms/step - loss: 0.5641
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.9794
12/12 [==============================] - 0s 3ms/step - loss: 0.5630
12/12 [==============================] - 0s 4ms/step - loss: 0.5630
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.9785
12/12 [==============================] - 0s 3ms/step - loss: 0.5619
12/12 [==============================] - 0s 3ms/step - loss: 0.5619
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.9781
12/12 [==============================] - 0s 3ms/step - loss: 0.5609
12/12 [==============================] - 0s 4ms/step - loss: 0.5609
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 4ms/step - loss: 0.5598
12/12 [==============================] - 0s 4ms/step - loss: 0.5598
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5588
12/12 [==============================] - 0s 4ms/step - loss: 0.5588
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5579
12/12 [==============================] - 0s 3ms/step - loss: 0.5579
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5569
12/12 [==============================] - 0s 4ms/step - loss: 0.5569
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.9773
12/12 [==============================] - 0s 3ms/step - loss: 0.5559
12/12 [==============================] - 0s 3ms/step - loss: 0.5559
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5550
12/12 [==============================] - 0s 3ms/step - loss: 0.5550
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.9775
12/12 [==============================] - 0s 4ms/step - loss: 0.5541
12/12 [==============================] - 0s 4ms/step - loss: 0.5541
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.9775
12/12 [==============================] - 0s 4ms/step - loss: 0.5531
12/12 [==============================] - 0s 4ms/step - loss: 0.5531
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 3ms/step - loss: 0.5522
12/12 [==============================] - 0s 3ms/step - loss: 0.5522
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 5ms/step - loss: 0.5514
12/12 [==============================] - 0s 5ms/step - loss: 0.5514
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 3ms/step - loss: 0.5506
12/12 [==============================] - 0s 3ms/step - loss: 0.5506
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 3ms/step - loss: 0.5497
12/12 [==============================] - 0s 3ms/step - loss: 0.5497
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.9775
12/12 [==============================] - 0s 3ms/step - loss: 0.5489
12/12 [==============================] - 0s 4ms/step - loss: 0.5489
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5481
12/12 [==============================] - 0s 3ms/step - loss: 0.5481
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5474
12/12 [==============================] - 0s 3ms/step - loss: 0.5474
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5466
12/12 [==============================] - 0s 3ms/step - loss: 0.5466
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5457
12/12 [==============================] - 0s 4ms/step - loss: 0.5457
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.9775
12/12 [==============================] - 0s 3ms/step - loss: 0.5450
12/12 [==============================] - 0s 3ms/step - loss: 0.5450
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 3ms/step - loss: 0.5443
12/12 [==============================] - 0s 3ms/step - loss: 0.5443
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.9775
12/12 [==============================] - 0s 3ms/step - loss: 0.5435
12/12 [==============================] - 0s 3ms/step - loss: 0.5435
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.9775
12/12 [==============================] - 0s 3ms/step - loss: 0.5427
12/12 [==============================] - 0s 4ms/step - loss: 0.5427
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5419
12/12 [==============================] - 0s 3ms/step - loss: 0.5419
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.9774
12/12 [==============================] - 0s 3ms/step - loss: 0.5411
12/12 [==============================] - 0s 3ms/step - loss: 0.5411
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.9773
12/12 [==============================] - 0s 3ms/step - loss: 0.5404
12/12 [==============================] - 0s 3ms/step - loss: 0.5404
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.9773
12/12 [==============================] - 0s 3ms/step - loss: 0.5396
12/12 [==============================] - 0s 3ms/step - loss: 0.5396
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.9772
12/12 [==============================] - 0s 3ms/step - loss: 0.5389
12/12 [==============================] - 0s 3ms/step - loss: 0.5389
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.9772
12/12 [==============================] - 0s 3ms/step - loss: 0.5382
12/12 [==============================] - 0s 3ms/step - loss: 0.5382
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.9772
12/12 [==============================] - 0s 3ms/step - loss: 0.5375
12/12 [==============================] - 0s 3ms/step - loss: 0.5375
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.0449
12/12 [==============================] - 0s 3ms/step - loss: 0.4923
12/12 [==============================] - 0s 3ms/step - loss: 0.4923
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.0408
12/12 [==============================] - 0s 3ms/step - loss: 0.4884
12/12 [==============================] - 0s 3ms/step - loss: 0.4884
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.0365
12/12 [==============================] - 0s 3ms/step - loss: 0.4848
12/12 [==============================] - 0s 3ms/step - loss: 0.4848
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.0322
12/12 [==============================] - 0s 3ms/step - loss: 0.4810
12/12 [==============================] - 0s 3ms/step - loss: 0.4810
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.0272
12/12 [==============================] - 0s 3ms/step - loss: 0.4767
12/12 [==============================] - 0s 3ms/step - loss: 0.4767
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.0211
12/12 [==============================] - 0s 3ms/step - loss: 0.4718
12/12 [==============================] - 0s 3ms/step - loss: 0.4718
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.0139
12/12 [==============================] - 0s 3ms/step - loss: 0.4669
12/12 [==============================] - 0s 4ms/step - loss: 0.4669
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.0061
12/12 [==============================] - 0s 4ms/step - loss: 0.4625
12/12 [==============================] - 0s 4ms/step - loss: 0.4625
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.9987
12/12 [==============================] - 0s 3ms/step - loss: 0.4587
12/12 [==============================] - 0s 4ms/step - loss: 0.4587
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.9920
12/12 [==============================] - 0s 3ms/step - loss: 0.4555
12/12 [==============================] - 0s 4ms/step - loss: 0.4555
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.9862
12/12 [==============================] - 0s 3ms/step - loss: 0.4528
12/12 [==============================] - 0s 4ms/step - loss: 0.4528
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.9805
12/12 [==============================] - 0s 3ms/step - loss: 0.4503
12/12 [==============================] - 0s 4ms/step - loss: 0.4503
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.9745
12/12 [==============================] - 0s 3ms/step - loss: 0.4480
12/12 [==============================] - 0s 4ms/step - loss: 0.4480
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.9673
12/12 [==============================] - 0s 3ms/step - loss: 0.4457
12/12 [==============================] - 0s 3ms/step - loss: 0.4457
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.9584
12/12 [==============================] - 0s 4ms/step - loss: 0.4436
12/12 [==============================] - 0s 4ms/step - loss: 0.4436
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.9480
12/12 [==============================] - 0s 3ms/step - loss: 0.4416
12/12 [==============================] - 0s 4ms/step - loss: 0.4416
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.9361
12/12 [==============================] - 0s 3ms/step - loss: 0.4394
12/12 [==============================] - 0s 4ms/step - loss: 0.4394
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.9223
12/12 [==============================] - 0s 3ms/step - loss: 0.4372
12/12 [==============================] - 0s 4ms/step - loss: 0.4372
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.9074
12/12 [==============================] - 0s 3ms/step - loss: 0.4350
12/12 [==============================] - 0s 4ms/step - loss: 0.4350
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.8920
12/12 [==============================] - 0s 3ms/step - loss: 0.4332
12/12 [==============================] - 0s 4ms/step - loss: 0.4332
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.8774
12/12 [==============================] - 0s 3ms/step - loss: 0.4318
12/12 [==============================] - 0s 4ms/step - loss: 0.4318
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.8644
12/12 [==============================] - 0s 3ms/step - loss: 0.4302
12/12 [==============================] - 0s 4ms/step - loss: 0.4302
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.8529
12/12 [==============================] - 0s 3ms/step - loss: 0.4285
12/12 [==============================] - 0s 4ms/step - loss: 0.4285
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.8425
12/12 [==============================] - 0s 3ms/step - loss: 0.4267
12/12 [==============================] - 0s 4ms/step - loss: 0.4267
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.8333
12/12 [==============================] - 0s 3ms/step - loss: 0.4250
12/12 [==============================] - 0s 4ms/step - loss: 0.4250
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.8253
12/12 [==============================] - 0s 3ms/step - loss: 0.4232
12/12 [==============================] - 0s 4ms/step - loss: 0.4232
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.8181
12/12 [==============================] - 0s 3ms/step - loss: 0.4214
12/12 [==============================] - 0s 4ms/step - loss: 0.4214
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.8117
12/12 [==============================] - 0s 4ms/step - loss: 0.4197
12/12 [==============================] - 0s 4ms/step - loss: 0.4197
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.8058
12/12 [==============================] - 0s 4ms/step - loss: 0.4180
12/12 [==============================] - 0s 4ms/step - loss: 0.4180
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.8004
12/12 [==============================] - 0s 3ms/step - loss: 0.4163
12/12 [==============================] - 0s 4ms/step - loss: 0.4163
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.7954
12/12 [==============================] - 0s 3ms/step - loss: 0.4148
12/12 [==============================] - 0s 4ms/step - loss: 0.4148
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.7908
12/12 [==============================] - 0s 3ms/step - loss: 0.4133
12/12 [==============================] - 0s 4ms/step - loss: 0.4133
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.7864
12/12 [==============================] - 0s 4ms/step - loss: 0.4118
12/12 [==============================] - 0s 4ms/step - loss: 0.4118
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.7823
12/12 [==============================] - 0s 3ms/step - loss: 0.4104
12/12 [==============================] - 0s 4ms/step - loss: 0.4104
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.7785
12/12 [==============================] - 0s 4ms/step - loss: 0.4090
12/12 [==============================] - 0s 5ms/step - loss: 0.4090
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.7748
12/12 [==============================] - 0s 3ms/step - loss: 0.4077
12/12 [==============================] - 0s 4ms/step - loss: 0.4077
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.7714
12/12 [==============================] - 0s 4ms/step - loss: 0.4065
12/12 [==============================] - 0s 4ms/step - loss: 0.4065
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.7681
12/12 [==============================] - 0s 3ms/step - loss: 0.4053
12/12 [==============================] - 0s 4ms/step - loss: 0.4053
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.7650
12/12 [==============================] - 0s 3ms/step - loss: 0.4041
12/12 [==============================] - 0s 4ms/step - loss: 0.4041
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.7621
12/12 [==============================] - 0s 4ms/step - loss: 0.4029
12/12 [==============================] - 0s 4ms/step - loss: 0.4029
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.7593
12/12 [==============================] - 0s 4ms/step - loss: 0.4019
12/12 [==============================] - 0s 4ms/step - loss: 0.4019
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.7565
12/12 [==============================] - 0s 3ms/step - loss: 0.4010
12/12 [==============================] - 0s 4ms/step - loss: 0.4010
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.7538
12/12 [==============================] - 0s 4ms/step - loss: 0.4001
12/12 [==============================] - 0s 4ms/step - loss: 0.4001
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.7511
12/12 [==============================] - 0s 3ms/step - loss: 0.3993
12/12 [==============================] - 0s 4ms/step - loss: 0.3993
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.7485
12/12 [==============================] - 0s 3ms/step - loss: 0.3985
12/12 [==============================] - 0s 4ms/step - loss: 0.3985
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.7459
12/12 [==============================] - 0s 3ms/step - loss: 0.3977
12/12 [==============================] - 0s 3ms/step - loss: 0.3977
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.7434
12/12 [==============================] - 0s 3ms/step - loss: 0.3969
12/12 [==============================] - 0s 3ms/step - loss: 0.3969
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.7410
12/12 [==============================] - 0s 3ms/step - loss: 0.3962
12/12 [==============================] - 0s 3ms/step - loss: 0.3962
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.7384
12/12 [==============================] - 0s 3ms/step - loss: 0.3955
12/12 [==============================] - 0s 3ms/step - loss: 0.3955
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.7358
12/12 [==============================] - 0s 3ms/step - loss: 0.3949
12/12 [==============================] - 0s 3ms/step - loss: 0.3949
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.7333
12/12 [==============================] - 0s 3ms/step - loss: 0.3942
12/12 [==============================] - 0s 4ms/step - loss: 0.3942
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.7306
12/12 [==============================] - 0s 3ms/step - loss: 0.3936
12/12 [==============================] - 0s 3ms/step - loss: 0.3936
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.7280
12/12 [==============================] - 0s 3ms/step - loss: 0.3930
12/12 [==============================] - 0s 3ms/step - loss: 0.3930
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.7255
12/12 [==============================] - 0s 3ms/step - loss: 0.3924
12/12 [==============================] - 0s 3ms/step - loss: 0.3924
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.7229
12/12 [==============================] - 0s 3ms/step - loss: 0.3918
12/12 [==============================] - 0s 3ms/step - loss: 0.3918
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.7203
12/12 [==============================] - 0s 3ms/step - loss: 0.3912
12/12 [==============================] - 0s 3ms/step - loss: 0.3912
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.7178
12/12 [==============================] - 0s 3ms/step - loss: 0.3906
12/12 [==============================] - 0s 3ms/step - loss: 0.3906
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.7153
12/12 [==============================] - 0s 3ms/step - loss: 0.3901
12/12 [==============================] - 0s 3ms/step - loss: 0.3901
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.7129
12/12 [==============================] - 0s 3ms/step - loss: 0.3896
12/12 [==============================] - 0s 3ms/step - loss: 0.3896
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.7105
12/12 [==============================] - 0s 3ms/step - loss: 0.3891
12/12 [==============================] - 0s 4ms/step - loss: 0.3891
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.7082
12/12 [==============================] - 0s 3ms/step - loss: 0.3885
12/12 [==============================] - 0s 3ms/step - loss: 0.3885
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.7060
12/12 [==============================] - 0s 3ms/step - loss: 0.3880
12/12 [==============================] - 0s 3ms/step - loss: 0.3880
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.7037
12/12 [==============================] - 0s 4ms/step - loss: 0.3875
12/12 [==============================] - 0s 5ms/step - loss: 0.3875
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.7015
12/12 [==============================] - 0s 3ms/step - loss: 0.3870
12/12 [==============================] - 0s 4ms/step - loss: 0.3870
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.6992
12/12 [==============================] - 0s 3ms/step - loss: 0.3865
12/12 [==============================] - 0s 3ms/step - loss: 0.3865
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.6970
12/12 [==============================] - 0s 3ms/step - loss: 0.3860
12/12 [==============================] - 0s 3ms/step - loss: 0.3860
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.6947
12/12 [==============================] - 0s 3ms/step - loss: 0.3855
12/12 [==============================] - 0s 3ms/step - loss: 0.3855
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.6925
12/12 [==============================] - 0s 3ms/step - loss: 0.3850
12/12 [==============================] - 0s 3ms/step - loss: 0.3850
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.6903
12/12 [==============================] - 0s 3ms/step - loss: 0.3845
12/12 [==============================] - 0s 3ms/step - loss: 0.3845
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.6881
12/12 [==============================] - 0s 3ms/step - loss: 0.3840
12/12 [==============================] - 0s 3ms/step - loss: 0.3840
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.6860
12/12 [==============================] - 0s 3ms/step - loss: 0.3836
12/12 [==============================] - 0s 3ms/step - loss: 0.3836
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.6839
12/12 [==============================] - 0s 3ms/step - loss: 0.3831
12/12 [==============================] - 0s 3ms/step - loss: 0.3831
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.6819
12/12 [==============================] - 0s 3ms/step - loss: 0.3827
12/12 [==============================] - 0s 3ms/step - loss: 0.3827
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.6799
12/12 [==============================] - 0s 3ms/step - loss: 0.3823
12/12 [==============================] - 0s 3ms/step - loss: 0.3823
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.6778
12/12 [==============================] - 0s 3ms/step - loss: 0.3819
12/12 [==============================] - 0s 3ms/step - loss: 0.3819
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.6758
12/12 [==============================] - 0s 3ms/step - loss: 0.3815
12/12 [==============================] - 0s 3ms/step - loss: 0.3815
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.6739
12/12 [==============================] - 0s 3ms/step - loss: 0.3811
12/12 [==============================] - 0s 3ms/step - loss: 0.3811
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.6720
12/12 [==============================] - 0s 3ms/step - loss: 0.3807
12/12 [==============================] - 0s 3ms/step - loss: 0.3807
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.6700
12/12 [==============================] - 0s 3ms/step - loss: 0.3803
12/12 [==============================] - 0s 3ms/step - loss: 0.3803
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.6681
12/12 [==============================] - 0s 3ms/step - loss: 0.3799
12/12 [==============================] - 0s 3ms/step - loss: 0.3799
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.6662
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.6644
12/12 [==============================] - 0s 3ms/step - loss: 0.3792
12/12 [==============================] - 0s 3ms/step - loss: 0.3792
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.6625
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.6606
12/12 [==============================] - 0s 3ms/step - loss: 0.3784
12/12 [==============================] - 0s 3ms/step - loss: 0.3784
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.6588
12/12 [==============================] - 0s 3ms/step - loss: 0.3781
12/12 [==============================] - 0s 3ms/step - loss: 0.3781
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.6570
12/12 [==============================] - 0s 3ms/step - loss: 0.3777
12/12 [==============================] - 0s 3ms/step - loss: 0.3777
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.6552
12/12 [==============================] - 0s 3ms/step - loss: 0.3774
12/12 [==============================] - 0s 3ms/step - loss: 0.3774
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.6535
12/12 [==============================] - 0s 3ms/step - loss: 0.3771
12/12 [==============================] - 0s 3ms/step - loss: 0.3771
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.6517
12/12 [==============================] - 0s 3ms/step - loss: 0.3768
12/12 [==============================] - 0s 3ms/step - loss: 0.3768
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.6501
12/12 [==============================] - 0s 3ms/step - loss: 0.3765
12/12 [==============================] - 0s 3ms/step - loss: 0.3765
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.6485
12/12 [==============================] - 0s 3ms/step - loss: 0.3762
12/12 [==============================] - 0s 3ms/step - loss: 0.3762
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.6469
12/12 [==============================] - 0s 3ms/step - loss: 0.3759
12/12 [==============================] - 0s 3ms/step - loss: 0.3759
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.6454
12/12 [==============================] - 0s 3ms/step - loss: 0.3756
12/12 [==============================] - 0s 3ms/step - loss: 0.3756
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.6439
12/12 [==============================] - 0s 3ms/step - loss: 0.3756
12/12 [==============================] - 0s 4ms/step - loss: 0.3756
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.6424
12/12 [==============================] - 0s 3ms/step - loss: 0.3756
12/12 [==============================] - 0s 3ms/step - loss: 0.3756
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.6409
12/12 [==============================] - 0s 3ms/step - loss: 0.3783
12/12 [==============================] - 0s 3ms/step - loss: 0.3783
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.6394
12/12 [==============================] - 0s 3ms/step - loss: 0.3745
12/12 [==============================] - 0s 3ms/step - loss: 0.3745
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.6381
12/12 [==============================] - 0s 3ms/step - loss: 0.3743
12/12 [==============================] - 0s 3ms/step - loss: 0.3743
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.6366
12/12 [==============================] - 0s 3ms/step - loss: 0.3739
12/12 [==============================] - 0s 4ms/step - loss: 0.3739
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.6352
12/12 [==============================] - 0s 3ms/step - loss: 0.3737
12/12 [==============================] - 0s 3ms/step - loss: 0.3737
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.6337
12/12 [==============================] - 0s 3ms/step - loss: 0.3734
12/12 [==============================] - 0s 3ms/step - loss: 0.3734
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.6323
12/12 [==============================] - 0s 3ms/step - loss: 0.3733
12/12 [==============================] - 0s 3ms/step - loss: 0.3733
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.6309
12/12 [==============================] - 0s 3ms/step - loss: 0.3732
12/12 [==============================] - 0s 3ms/step - loss: 0.3732
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.6297
12/12 [==============================] - 0s 3ms/step - loss: 0.3762
12/12 [==============================] - 0s 3ms/step - loss: 0.3762
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.6284
12/12 [==============================] - 0s 3ms/step - loss: 0.3731
12/12 [==============================] - 0s 3ms/step - loss: 0.3731
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.6275
12/12 [==============================] - 0s 3ms/step - loss: 0.3765
12/12 [==============================] - 0s 3ms/step - loss: 0.3765
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.6263
12/12 [==============================] - 0s 3ms/step - loss: 0.3718
12/12 [==============================] - 0s 3ms/step - loss: 0.3718
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.6253
12/12 [==============================] - 0s 3ms/step - loss: 0.3731
12/12 [==============================] - 0s 3ms/step - loss: 0.3731
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.6243
12/12 [==============================] - 0s 3ms/step - loss: 0.3778
12/12 [==============================] - 0s 3ms/step - loss: 0.3778
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.6233
12/12 [==============================] - 0s 3ms/step - loss: 0.3737
12/12 [==============================] - 0s 3ms/step - loss: 0.3737
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.6224
12/12 [==============================] - 0s 3ms/step - loss: 0.3761
12/12 [==============================] - 0s 3ms/step - loss: 0.3761
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.6215
12/12 [==============================] - 0s 3ms/step - loss: 0.3732
12/12 [==============================] - 0s 3ms/step - loss: 0.3732
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.6204
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.6196
12/12 [==============================] - 0s 3ms/step - loss: 0.3789
12/12 [==============================] - 0s 3ms/step - loss: 0.3789
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.6188
12/12 [==============================] - 0s 3ms/step - loss: 0.3720
12/12 [==============================] - 0s 4ms/step - loss: 0.3720
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.6182
12/12 [==============================] - 0s 3ms/step - loss: 0.3749
12/12 [==============================] - 0s 4ms/step - loss: 0.3749
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.6174
12/12 [==============================] - 0s 3ms/step - loss: 0.3706
12/12 [==============================] - 0s 3ms/step - loss: 0.3706
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.6162
12/12 [==============================] - 0s 3ms/step - loss: 0.3731
12/12 [==============================] - 0s 3ms/step - loss: 0.3731
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.6152
12/12 [==============================] - 0s 3ms/step - loss: 0.3701
12/12 [==============================] - 0s 3ms/step - loss: 0.3701
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.6143
12/12 [==============================] - 0s 3ms/step - loss: 0.3722
12/12 [==============================] - 0s 3ms/step - loss: 0.3722
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.6133
12/12 [==============================] - 0s 3ms/step - loss: 0.3698
12/12 [==============================] - 0s 4ms/step - loss: 0.3698
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.6124
12/12 [==============================] - 0s 3ms/step - loss: 0.3721
12/12 [==============================] - 0s 4ms/step - loss: 0.3721
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.6114
12/12 [==============================] - 0s 3ms/step - loss: 0.3688
12/12 [==============================] - 0s 3ms/step - loss: 0.3688
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.6105
12/12 [==============================] - 0s 3ms/step - loss: 0.3688
12/12 [==============================] - 0s 4ms/step - loss: 0.3688
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.6096
12/12 [==============================] - 0s 3ms/step - loss: 0.3685
12/12 [==============================] - 0s 3ms/step - loss: 0.3685
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.6087
12/12 [==============================] - 0s 4ms/step - loss: 0.3683
12/12 [==============================] - 0s 4ms/step - loss: 0.3683
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.6079
12/12 [==============================] - 0s 4ms/step - loss: 0.3682
12/12 [==============================] - 0s 4ms/step - loss: 0.3682
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.6071
12/12 [==============================] - 0s 4ms/step - loss: 0.3680
12/12 [==============================] - 0s 4ms/step - loss: 0.3680
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.6062
12/12 [==============================] - 0s 4ms/step - loss: 0.3682
12/12 [==============================] - 0s 5ms/step - loss: 0.3682
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.6054
11/12 [==========================>...] - ETA: 0s - loss: 0.3638
12/12 [==============================] - 0s 5ms/step - loss: 0.3681
12/12 [==============================] - 0s 6ms/step - loss: 0.3681
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.6046
12/12 [==============================] - 0s 4ms/step - loss: 0.3711
12/12 [==============================] - 0s 5ms/step - loss: 0.3711
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.6038
10/12 [========================>.....] - ETA: 0s - loss: 0.3956
12/12 [==============================] - 0s 5ms/step - loss: 0.3674
12/12 [==============================] - 0s 6ms/step - loss: 0.3674
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.6031
11/12 [==========================>...] - ETA: 0s - loss: 0.3633
12/12 [==============================] - 0s 5ms/step - loss: 0.3677
12/12 [==============================] - 0s 5ms/step - loss: 0.3677
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.6024
12/12 [==============================] - 0s 4ms/step - loss: 0.3673
12/12 [==============================] - 0s 4ms/step - loss: 0.3673
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.6016
12/12 [==============================] - 0s 4ms/step - loss: 0.3688
12/12 [==============================] - 0s 4ms/step - loss: 0.3688
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.6009
12/12 [==============================] - 0s 3ms/step - loss: 0.3680
12/12 [==============================] - 0s 4ms/step - loss: 0.3680
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.6003
12/12 [==============================] - 0s 3ms/step - loss: 0.3725
12/12 [==============================] - 0s 4ms/step - loss: 0.3725
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.5996
12/12 [==============================] - 0s 3ms/step - loss: 0.3708
12/12 [==============================] - 0s 4ms/step - loss: 0.3708
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.5989
12/12 [==============================] - 0s 3ms/step - loss: 0.3701
12/12 [==============================] - 0s 3ms/step - loss: 0.3701
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.5983
12/12 [==============================] - 0s 4ms/step - loss: 0.3721
12/12 [==============================] - 0s 4ms/step - loss: 0.3721
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.5976
12/12 [==============================] - 0s 3ms/step - loss: 0.3725
12/12 [==============================] - 0s 3ms/step - loss: 0.3725
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.5965
12/12 [==============================] - 0s 3ms/step - loss: 0.3707
12/12 [==============================] - 0s 4ms/step - loss: 0.3707
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.5958
12/12 [==============================] - 0s 3ms/step - loss: 0.3674
12/12 [==============================] - 0s 4ms/step - loss: 0.3674
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.5949
12/12 [==============================] - 0s 3ms/step - loss: 0.3664
12/12 [==============================] - 0s 3ms/step - loss: 0.3664
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.5940
12/12 [==============================] - 0s 3ms/step - loss: 0.3679
12/12 [==============================] - 0s 3ms/step - loss: 0.3679
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.5932
12/12 [==============================] - 0s 4ms/step - loss: 0.3716
12/12 [==============================] - 0s 4ms/step - loss: 0.3716
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.5925
12/12 [==============================] - 0s 4ms/step - loss: 0.3732
12/12 [==============================] - 0s 4ms/step - loss: 0.3732
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.5916
12/12 [==============================] - 0s 4ms/step - loss: 0.3651
12/12 [==============================] - 0s 4ms/step - loss: 0.3651
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.5909
12/12 [==============================] - 0s 4ms/step - loss: 0.3666
12/12 [==============================] - 0s 5ms/step - loss: 0.3666
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.5900
12/12 [==============================] - 0s 4ms/step - loss: 0.3696
12/12 [==============================] - 0s 4ms/step - loss: 0.3696
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.5892
12/12 [==============================] - 0s 3ms/step - loss: 0.3664
12/12 [==============================] - 0s 4ms/step - loss: 0.3664
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.5883
12/12 [==============================] - 0s 4ms/step - loss: 0.3647
12/12 [==============================] - 0s 4ms/step - loss: 0.3647
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.5875
12/12 [==============================] - 0s 3ms/step - loss: 0.3648
12/12 [==============================] - 0s 4ms/step - loss: 0.3648
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.5866
12/12 [==============================] - 0s 3ms/step - loss: 0.3651
12/12 [==============================] - 0s 3ms/step - loss: 0.3651
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.5858
12/12 [==============================] - 0s 4ms/step - loss: 0.3649
12/12 [==============================] - 0s 5ms/step - loss: 0.3649
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.5850
12/12 [==============================] - 0s 4ms/step - loss: 0.3659
12/12 [==============================] - 0s 4ms/step - loss: 0.3659
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.5842
12/12 [==============================] - 0s 3ms/step - loss: 0.3653
12/12 [==============================] - 0s 4ms/step - loss: 0.3653
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.5835
12/12 [==============================] - 0s 3ms/step - loss: 0.3645
12/12 [==============================] - 0s 3ms/step - loss: 0.3645
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.5829
12/12 [==============================] - 0s 3ms/step - loss: 0.3654
12/12 [==============================] - 0s 4ms/step - loss: 0.3654
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.5822
12/12 [==============================] - 0s 3ms/step - loss: 0.3649
12/12 [==============================] - 0s 3ms/step - loss: 0.3649
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.5816
12/12 [==============================] - 0s 3ms/step - loss: 0.3648
12/12 [==============================] - 0s 4ms/step - loss: 0.3648
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.5810
12/12 [==============================] - 0s 3ms/step - loss: 0.3666
12/12 [==============================] - 0s 3ms/step - loss: 0.3666
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.5804
12/12 [==============================] - 0s 3ms/step - loss: 0.3640
12/12 [==============================] - 0s 3ms/step - loss: 0.3640
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.5798
12/12 [==============================] - 0s 3ms/step - loss: 0.3671
12/12 [==============================] - 0s 3ms/step - loss: 0.3671
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.5793
12/12 [==============================] - 0s 3ms/step - loss: 0.3692
12/12 [==============================] - 0s 3ms/step - loss: 0.3692
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.5791
12/12 [==============================] - 0s 3ms/step - loss: 0.3728
12/12 [==============================] - 0s 3ms/step - loss: 0.3728
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.5787
12/12 [==============================] - 0s 3ms/step - loss: 0.3688
12/12 [==============================] - 0s 3ms/step - loss: 0.3688
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.5781
12/12 [==============================] - 0s 3ms/step - loss: 0.3655
12/12 [==============================] - 0s 3ms/step - loss: 0.3655
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.5776
12/12 [==============================] - 0s 3ms/step - loss: 0.3684
12/12 [==============================] - 0s 3ms/step - loss: 0.3684
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.5771
12/12 [==============================] - 0s 3ms/step - loss: 0.3684
12/12 [==============================] - 0s 3ms/step - loss: 0.3684
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.5766
12/12 [==============================] - 0s 3ms/step - loss: 0.3636
12/12 [==============================] - 0s 3ms/step - loss: 0.3636
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.5761
12/12 [==============================] - 0s 3ms/step - loss: 0.3672
12/12 [==============================] - 0s 3ms/step - loss: 0.3672
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.5753
12/12 [==============================] - 0s 2ms/step - loss: 0.3678
12/12 [==============================] - 0s 3ms/step - loss: 0.3678
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.5749
12/12 [==============================] - 0s 2ms/step - loss: 0.3675
12/12 [==============================] - 0s 3ms/step - loss: 0.3675
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.5743
12/12 [==============================] - 0s 2ms/step - loss: 0.3635
12/12 [==============================] - 0s 3ms/step - loss: 0.3635
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.5738
12/12 [==============================] - 0s 2ms/step - loss: 0.3670
12/12 [==============================] - 0s 3ms/step - loss: 0.3670
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.5730
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
12/12 [==============================] - 0s 3ms/step - loss: 0.3672
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.5725
12/12 [==============================] - 0s 2ms/step - loss: 0.3661
12/12 [==============================] - 0s 3ms/step - loss: 0.3661
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.5720
12/12 [==============================] - 0s 2ms/step - loss: 0.3633
12/12 [==============================] - 0s 3ms/step - loss: 0.3633
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.5716
12/12 [==============================] - 0s 2ms/step - loss: 0.3664
12/12 [==============================] - 0s 2ms/step - loss: 0.3664
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.5707
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
12/12 [==============================] - 0s 3ms/step - loss: 0.3672
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.5703
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
12/12 [==============================] - 0s 3ms/step - loss: 0.3676
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.5699
12/12 [==============================] - 0s 2ms/step - loss: 0.3639
12/12 [==============================] - 0s 3ms/step - loss: 0.3639
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.5694
12/12 [==============================] - 0s 2ms/step - loss: 0.3638
12/12 [==============================] - 0s 3ms/step - loss: 0.3638
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.5689
12/12 [==============================] - 0s 2ms/step - loss: 0.3637
12/12 [==============================] - 0s 3ms/step - loss: 0.3637
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.5683
12/12 [==============================] - 0s 2ms/step - loss: 0.3640
12/12 [==============================] - 0s 2ms/step - loss: 0.3640
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.5678
12/12 [==============================] - 0s 2ms/step - loss: 0.3636
12/12 [==============================] - 0s 3ms/step - loss: 0.3636
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.5674
12/12 [==============================] - 0s 2ms/step - loss: 0.3635
12/12 [==============================] - 0s 3ms/step - loss: 0.3635
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.5669
12/12 [==============================] - 0s 2ms/step - loss: 0.3634
12/12 [==============================] - 0s 3ms/step - loss: 0.3634
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.5665
12/12 [==============================] - 0s 2ms/step - loss: 0.3634
12/12 [==============================] - 0s 3ms/step - loss: 0.3634
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.5661
12/12 [==============================] - 0s 3ms/step - loss: 0.3633
12/12 [==============================] - 0s 3ms/step - loss: 0.3633
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.5658
12/12 [==============================] - 0s 2ms/step - loss: 0.3632
12/12 [==============================] - 0s 2ms/step - loss: 0.3632
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.5654
12/12 [==============================] - 0s 2ms/step - loss: 0.3634
12/12 [==============================] - 0s 3ms/step - loss: 0.3634
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.5650
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
12/12 [==============================] - 0s 3ms/step - loss: 0.3631
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.5645
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
12/12 [==============================] - 0s 3ms/step - loss: 0.3631
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.5640
12/12 [==============================] - 0s 2ms/step - loss: 0.3630
12/12 [==============================] - 0s 3ms/step - loss: 0.3630
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.5635
12/12 [==============================] - 0s 2ms/step - loss: 0.3633
12/12 [==============================] - 0s 3ms/step - loss: 0.3633
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.5631
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.5627
12/12 [==============================] - 0s 2ms/step - loss: 0.3623
12/12 [==============================] - 0s 2ms/step - loss: 0.3623
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.5622
12/12 [==============================] - 0s 2ms/step - loss: 0.3635
12/12 [==============================] - 0s 2ms/step - loss: 0.3635
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.5615
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
12/12 [==============================] - 0s 3ms/step - loss: 0.3631
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.5611
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.5607
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.5603
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.5599
12/12 [==============================] - 0s 2ms/step - loss: 0.3625
12/12 [==============================] - 0s 2ms/step - loss: 0.3625
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.5594
12/12 [==============================] - 0s 2ms/step - loss: 0.3624
12/12 [==============================] - 0s 2ms/step - loss: 0.3624
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.5589
12/12 [==============================] - 0s 2ms/step - loss: 0.3623
12/12 [==============================] - 0s 2ms/step - loss: 0.3623
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.5584
12/12 [==============================] - 0s 2ms/step - loss: 0.3618
12/12 [==============================] - 0s 2ms/step - loss: 0.3618
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.5580
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.5574
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.5570
12/12 [==============================] - 0s 2ms/step - loss: 0.3622
12/12 [==============================] - 0s 2ms/step - loss: 0.3622
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.5566
12/12 [==============================] - 0s 2ms/step - loss: 0.3621
12/12 [==============================] - 0s 3ms/step - loss: 0.3621
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.5563
12/12 [==============================] - 0s 3ms/step - loss: 0.3626
12/12 [==============================] - 0s 3ms/step - loss: 0.3626
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.5560
12/12 [==============================] - 0s 3ms/step - loss: 0.3620
12/12 [==============================] - 0s 3ms/step - loss: 0.3620
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.5557
12/12 [==============================] - 0s 2ms/step - loss: 0.3620
12/12 [==============================] - 0s 3ms/step - loss: 0.3620
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.5553
12/12 [==============================] - 0s 2ms/step - loss: 0.3613
12/12 [==============================] - 0s 2ms/step - loss: 0.3613
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.5549
12/12 [==============================] - 0s 2ms/step - loss: 0.3633
12/12 [==============================] - 0s 2ms/step - loss: 0.3633
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.5544
12/12 [==============================] - 0s 2ms/step - loss: 0.3630
12/12 [==============================] - 0s 3ms/step - loss: 0.3630
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.5541
12/12 [==============================] - 0s 2ms/step - loss: 0.3618
12/12 [==============================] - 0s 2ms/step - loss: 0.3618
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.5538
12/12 [==============================] - 0s 2ms/step - loss: 0.3618
12/12 [==============================] - 0s 2ms/step - loss: 0.3618
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.5536
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.5533
12/12 [==============================] - 0s 2ms/step - loss: 0.3624
12/12 [==============================] - 0s 2ms/step - loss: 0.3624
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.5530
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.5526
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.5523
12/12 [==============================] - 0s 2ms/step - loss: 0.3616
12/12 [==============================] - 0s 2ms/step - loss: 0.3616
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.5520
12/12 [==============================] - 0s 2ms/step - loss: 0.3615
12/12 [==============================] - 0s 2ms/step - loss: 0.3615
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.5516
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.5512
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.5509
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.5506
12/12 [==============================] - 0s 2ms/step - loss: 0.3613
12/12 [==============================] - 0s 2ms/step - loss: 0.3613
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.5503
12/12 [==============================] - 0s 2ms/step - loss: 0.3613
12/12 [==============================] - 0s 2ms/step - loss: 0.3613
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.5500
12/12 [==============================] - 0s 2ms/step - loss: 0.3620
12/12 [==============================] - 0s 2ms/step - loss: 0.3620
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.5496
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.5492
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.5488
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.5485
12/12 [==============================] - 0s 2ms/step - loss: 0.3602
12/12 [==============================] - 0s 2ms/step - loss: 0.3602
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.5483
12/12 [==============================] - 0s 2ms/step - loss: 0.3625
12/12 [==============================] - 0s 3ms/step - loss: 0.3625
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.5478
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.5476
12/12 [==============================] - 0s 2ms/step - loss: 0.3619
12/12 [==============================] - 0s 2ms/step - loss: 0.3619
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.5473
12/12 [==============================] - 0s 2ms/step - loss: 0.3610
12/12 [==============================] - 0s 2ms/step - loss: 0.3610
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.5469
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.5467
12/12 [==============================] - 0s 2ms/step - loss: 0.3610
12/12 [==============================] - 0s 2ms/step - loss: 0.3610
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.5464
12/12 [==============================] - 0s 2ms/step - loss: 0.3609
12/12 [==============================] - 0s 2ms/step - loss: 0.3609
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.5460
12/12 [==============================] - 0s 2ms/step - loss: 0.3604
12/12 [==============================] - 0s 2ms/step - loss: 0.3604
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.5459
12/12 [==============================] - 0s 2ms/step - loss: 0.3627
12/12 [==============================] - 0s 2ms/step - loss: 0.3627
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.5453
12/12 [==============================] - 0s 2ms/step - loss: 0.3609
12/12 [==============================] - 0s 2ms/step - loss: 0.3609
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.5451
12/12 [==============================] - 0s 2ms/step - loss: 0.3607
12/12 [==============================] - 0s 2ms/step - loss: 0.3607
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.5448
12/12 [==============================] - 0s 2ms/step - loss: 0.3606
12/12 [==============================] - 0s 2ms/step - loss: 0.3606
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.5446
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
12/12 [==============================] - 0s 2ms/step - loss: 0.3611
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.5444
12/12 [==============================] - 0s 2ms/step - loss: 0.3606
12/12 [==============================] - 0s 2ms/step - loss: 0.3606
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.8222
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.8179
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.8166
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.8155
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.8144
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.8133
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.8121
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.8109
12/12 [==============================] - 0s 2ms/step - loss: 0.6516
12/12 [==============================] - 0s 2ms/step - loss: 0.6516
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.8097
12/12 [==============================] - 0s 2ms/step - loss: 0.6516
12/12 [==============================] - 0s 2ms/step - loss: 0.6516
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.8084
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.8072
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.8059
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.8045
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.8031
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.8016
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.8001
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.7984
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.7966
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.7948
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.7929
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.7912
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.7896
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.7880
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.7865
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6520
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.7851
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.7837
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.7824
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.7797
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
12/12 [==============================] - 0s 2ms/step - loss: 0.6519
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.7784
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.7772
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
12/12 [==============================] - 0s 2ms/step - loss: 0.6518
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.7760
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.7750
12/12 [==============================] - 0s 2ms/step - loss: 0.6516
12/12 [==============================] - 0s 2ms/step - loss: 0.6516
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.7740
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.7730
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.7721
12/12 [==============================] - 0s 2ms/step - loss: 0.6513
12/12 [==============================] - 0s 2ms/step - loss: 0.6513
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.7712
12/12 [==============================] - 0s 2ms/step - loss: 0.6512
12/12 [==============================] - 0s 2ms/step - loss: 0.6512
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.7703
12/12 [==============================] - 0s 2ms/step - loss: 0.6511
12/12 [==============================] - 0s 2ms/step - loss: 0.6511
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.7694
12/12 [==============================] - 0s 2ms/step - loss: 0.6510
12/12 [==============================] - 0s 2ms/step - loss: 0.6510
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.7686
12/12 [==============================] - 0s 2ms/step - loss: 0.6509
12/12 [==============================] - 0s 2ms/step - loss: 0.6509
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.7678
12/12 [==============================] - 0s 2ms/step - loss: 0.6508
12/12 [==============================] - 0s 2ms/step - loss: 0.6508
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.7671
12/12 [==============================] - 0s 2ms/step - loss: 0.6507
12/12 [==============================] - 0s 2ms/step - loss: 0.6507
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.7664
12/12 [==============================] - 0s 2ms/step - loss: 0.6505
12/12 [==============================] - 0s 2ms/step - loss: 0.6505
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.7657
12/12 [==============================] - 0s 2ms/step - loss: 0.6504
12/12 [==============================] - 0s 2ms/step - loss: 0.6504
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.7651
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.7645
12/12 [==============================] - 0s 2ms/step - loss: 0.6500
12/12 [==============================] - 0s 2ms/step - loss: 0.6500
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.7639
12/12 [==============================] - 0s 2ms/step - loss: 0.6498
12/12 [==============================] - 0s 2ms/step - loss: 0.6498
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.7634
12/12 [==============================] - 0s 2ms/step - loss: 0.6496
12/12 [==============================] - 0s 2ms/step - loss: 0.6496
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.7630
12/12 [==============================] - 0s 2ms/step - loss: 0.6494
12/12 [==============================] - 0s 2ms/step - loss: 0.6494
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.7627
12/12 [==============================] - 0s 2ms/step - loss: 0.6491
12/12 [==============================] - 0s 2ms/step - loss: 0.6491
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.7624
12/12 [==============================] - 0s 2ms/step - loss: 0.6488
12/12 [==============================] - 0s 2ms/step - loss: 0.6488
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.7621
12/12 [==============================] - 0s 2ms/step - loss: 0.6485
12/12 [==============================] - 0s 2ms/step - loss: 0.6485
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.7619
12/12 [==============================] - 0s 2ms/step - loss: 0.6481
12/12 [==============================] - 0s 2ms/step - loss: 0.6481
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.7619
12/12 [==============================] - 0s 2ms/step - loss: 0.6476
12/12 [==============================] - 0s 2ms/step - loss: 0.6476
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.7619
12/12 [==============================] - 0s 2ms/step - loss: 0.6471
12/12 [==============================] - 0s 2ms/step - loss: 0.6471
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.7620
12/12 [==============================] - 0s 2ms/step - loss: 0.6465
12/12 [==============================] - 0s 2ms/step - loss: 0.6465
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.7622
12/12 [==============================] - 0s 2ms/step - loss: 0.6458
12/12 [==============================] - 0s 3ms/step - loss: 0.6458
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.7624
12/12 [==============================] - 0s 2ms/step - loss: 0.6449
12/12 [==============================] - 0s 2ms/step - loss: 0.6449
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.7627
12/12 [==============================] - 0s 2ms/step - loss: 0.6438
12/12 [==============================] - 0s 3ms/step - loss: 0.6438
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.7634
12/12 [==============================] - 0s 2ms/step - loss: 0.6424
12/12 [==============================] - 0s 2ms/step - loss: 0.6424
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.7643
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.7657
12/12 [==============================] - 0s 2ms/step - loss: 0.6381
12/12 [==============================] - 0s 2ms/step - loss: 0.6381
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.7676
12/12 [==============================] - 0s 2ms/step - loss: 0.6348
12/12 [==============================] - 0s 3ms/step - loss: 0.6348
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.7699
12/12 [==============================] - 0s 2ms/step - loss: 0.6307
12/12 [==============================] - 0s 2ms/step - loss: 0.6307
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.7719
12/12 [==============================] - 0s 2ms/step - loss: 0.6259
12/12 [==============================] - 0s 2ms/step - loss: 0.6259
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.7724
12/12 [==============================] - 0s 2ms/step - loss: 0.6208
12/12 [==============================] - 0s 2ms/step - loss: 0.6208
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.7706
12/12 [==============================] - 0s 2ms/step - loss: 0.6159
12/12 [==============================] - 0s 2ms/step - loss: 0.6159
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.7667
12/12 [==============================] - 0s 2ms/step - loss: 0.6113
12/12 [==============================] - 0s 2ms/step - loss: 0.6113
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.7614
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.7551
12/12 [==============================] - 0s 2ms/step - loss: 0.6031
12/12 [==============================] - 0s 2ms/step - loss: 0.6031
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.7481
12/12 [==============================] - 0s 2ms/step - loss: 0.5995
12/12 [==============================] - 0s 2ms/step - loss: 0.5995
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.7401
12/12 [==============================] - 0s 3ms/step - loss: 0.5959
12/12 [==============================] - 0s 3ms/step - loss: 0.5959
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.7323
12/12 [==============================] - 0s 2ms/step - loss: 0.5922
12/12 [==============================] - 0s 3ms/step - loss: 0.5922
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.7244
12/12 [==============================] - 0s 2ms/step - loss: 0.5886
12/12 [==============================] - 0s 3ms/step - loss: 0.5886
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.7165
12/12 [==============================] - 0s 2ms/step - loss: 0.5849
12/12 [==============================] - 0s 2ms/step - loss: 0.5849
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.7097
12/12 [==============================] - 0s 2ms/step - loss: 0.5811
12/12 [==============================] - 0s 2ms/step - loss: 0.5811
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.7035
12/12 [==============================] - 0s 2ms/step - loss: 0.5775
12/12 [==============================] - 0s 2ms/step - loss: 0.5775
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.6970
12/12 [==============================] - 0s 2ms/step - loss: 0.5741
12/12 [==============================] - 0s 2ms/step - loss: 0.5741
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.6905
12/12 [==============================] - 0s 4ms/step - loss: 0.5707
12/12 [==============================] - 0s 4ms/step - loss: 0.5707
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.6845
12/12 [==============================] - 0s 3ms/step - loss: 0.5673
12/12 [==============================] - 0s 3ms/step - loss: 0.5673
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.6788
12/12 [==============================] - 0s 3ms/step - loss: 0.5640
12/12 [==============================] - 0s 3ms/step - loss: 0.5640
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.6742
12/12 [==============================] - 0s 3ms/step - loss: 0.5607
12/12 [==============================] - 0s 3ms/step - loss: 0.5607
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.6701
12/12 [==============================] - 0s 3ms/step - loss: 0.5576
12/12 [==============================] - 0s 3ms/step - loss: 0.5576
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.6662
12/12 [==============================] - 0s 3ms/step - loss: 0.5547
12/12 [==============================] - 0s 3ms/step - loss: 0.5547
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.6622
12/12 [==============================] - 0s 3ms/step - loss: 0.5518
12/12 [==============================] - 0s 4ms/step - loss: 0.5518
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.6592
12/12 [==============================] - 0s 3ms/step - loss: 0.5492
12/12 [==============================] - 0s 4ms/step - loss: 0.5492
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.6558
12/12 [==============================] - 0s 3ms/step - loss: 0.5467
12/12 [==============================] - 0s 3ms/step - loss: 0.5467
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.6516
12/12 [==============================] - 0s 3ms/step - loss: 0.5443
12/12 [==============================] - 0s 3ms/step - loss: 0.5443
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.6470
12/12 [==============================] - 0s 4ms/step - loss: 0.5420
12/12 [==============================] - 0s 4ms/step - loss: 0.5420
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.6419
12/12 [==============================] - 0s 3ms/step - loss: 0.5398
12/12 [==============================] - 0s 3ms/step - loss: 0.5398
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.6364
12/12 [==============================] - 0s 4ms/step - loss: 0.5375
12/12 [==============================] - 0s 4ms/step - loss: 0.5375
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.6303
12/12 [==============================] - 0s 3ms/step - loss: 0.5353
12/12 [==============================] - 0s 3ms/step - loss: 0.5353
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.6244
12/12 [==============================] - 0s 3ms/step - loss: 0.5332
12/12 [==============================] - 0s 4ms/step - loss: 0.5332
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.6182
12/12 [==============================] - 0s 3ms/step - loss: 0.5310
12/12 [==============================] - 0s 4ms/step - loss: 0.5310
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.6122
12/12 [==============================] - 0s 3ms/step - loss: 0.5289
12/12 [==============================] - 0s 4ms/step - loss: 0.5289
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.6050
12/12 [==============================] - 0s 3ms/step - loss: 0.5268
12/12 [==============================] - 0s 3ms/step - loss: 0.5268
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.5965
12/12 [==============================] - 0s 3ms/step - loss: 0.5246
12/12 [==============================] - 0s 3ms/step - loss: 0.5246
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.5891
12/12 [==============================] - 0s 4ms/step - loss: 0.5224
12/12 [==============================] - 0s 5ms/step - loss: 0.5224
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.5813
12/12 [==============================] - 0s 3ms/step - loss: 0.5202
12/12 [==============================] - 0s 3ms/step - loss: 0.5202
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.5736
12/12 [==============================] - 0s 3ms/step - loss: 0.5180
12/12 [==============================] - 0s 3ms/step - loss: 0.5180
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.5662
12/12 [==============================] - 0s 3ms/step - loss: 0.5160
12/12 [==============================] - 0s 3ms/step - loss: 0.5160
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.5582
12/12 [==============================] - 0s 3ms/step - loss: 0.5138
12/12 [==============================] - 0s 3ms/step - loss: 0.5138
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.5511
12/12 [==============================] - 0s 4ms/step - loss: 0.5118
12/12 [==============================] - 0s 4ms/step - loss: 0.5118
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.5433
12/12 [==============================] - 0s 4ms/step - loss: 0.5097
12/12 [==============================] - 0s 4ms/step - loss: 0.5097
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.5346
12/12 [==============================] - 0s 3ms/step - loss: 0.5076
12/12 [==============================] - 0s 4ms/step - loss: 0.5076
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.5269
12/12 [==============================] - 0s 4ms/step - loss: 0.5055
12/12 [==============================] - 0s 4ms/step - loss: 0.5055
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.5199
12/12 [==============================] - 0s 4ms/step - loss: 0.5036
12/12 [==============================] - 0s 5ms/step - loss: 0.5036
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.5140
12/12 [==============================] - 0s 3ms/step - loss: 0.5020
12/12 [==============================] - 0s 4ms/step - loss: 0.5020
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.5086
12/12 [==============================] - 0s 4ms/step - loss: 0.5004
12/12 [==============================] - 0s 4ms/step - loss: 0.5004
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.5012
12/12 [==============================] - 0s 3ms/step - loss: 0.4984
12/12 [==============================] - 0s 4ms/step - loss: 0.4984
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.4936
12/12 [==============================] - 0s 3ms/step - loss: 0.4965
12/12 [==============================] - 0s 4ms/step - loss: 0.4965
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.4875
12/12 [==============================] - 0s 3ms/step - loss: 0.4948
12/12 [==============================] - 0s 3ms/step - loss: 0.4948
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.4830
12/12 [==============================] - 0s 3ms/step - loss: 0.4934
12/12 [==============================] - 0s 3ms/step - loss: 0.4934
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.4783
12/12 [==============================] - 0s 3ms/step - loss: 0.4920
12/12 [==============================] - 0s 3ms/step - loss: 0.4920
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.4723
12/12 [==============================] - 0s 3ms/step - loss: 0.4902
12/12 [==============================] - 0s 3ms/step - loss: 0.4902
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.4660
12/12 [==============================] - 0s 3ms/step - loss: 0.4883
12/12 [==============================] - 0s 3ms/step - loss: 0.4883
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.4605
12/12 [==============================] - 0s 3ms/step - loss: 0.4867
12/12 [==============================] - 0s 3ms/step - loss: 0.4867
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.4558
12/12 [==============================] - 0s 3ms/step - loss: 0.4852
12/12 [==============================] - 0s 3ms/step - loss: 0.4852
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.4513
12/12 [==============================] - 0s 3ms/step - loss: 0.4836
12/12 [==============================] - 0s 3ms/step - loss: 0.4836
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.4466
12/12 [==============================] - 0s 2ms/step - loss: 0.4820
12/12 [==============================] - 0s 3ms/step - loss: 0.4820
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.4416
12/12 [==============================] - 0s 2ms/step - loss: 0.4803
12/12 [==============================] - 0s 2ms/step - loss: 0.4803
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.4362
12/12 [==============================] - 0s 2ms/step - loss: 0.4784
12/12 [==============================] - 0s 2ms/step - loss: 0.4784
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.4311
12/12 [==============================] - 0s 2ms/step - loss: 0.4767
12/12 [==============================] - 0s 2ms/step - loss: 0.4767
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.4255
12/12 [==============================] - 0s 2ms/step - loss: 0.4747
12/12 [==============================] - 0s 2ms/step - loss: 0.4747
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.4205
12/12 [==============================] - 0s 2ms/step - loss: 0.4731
12/12 [==============================] - 0s 2ms/step - loss: 0.4731
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.4159
12/12 [==============================] - 0s 2ms/step - loss: 0.4716
12/12 [==============================] - 0s 2ms/step - loss: 0.4716
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.4113
12/12 [==============================] - 0s 2ms/step - loss: 0.4700
12/12 [==============================] - 0s 2ms/step - loss: 0.4700
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.4063
12/12 [==============================] - 0s 2ms/step - loss: 0.4683
12/12 [==============================] - 0s 2ms/step - loss: 0.4683
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.4007
12/12 [==============================] - 0s 2ms/step - loss: 0.4665
12/12 [==============================] - 0s 2ms/step - loss: 0.4665
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.3952
12/12 [==============================] - 0s 2ms/step - loss: 0.4648
12/12 [==============================] - 0s 2ms/step - loss: 0.4648
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.3902
12/12 [==============================] - 0s 2ms/step - loss: 0.4632
12/12 [==============================] - 0s 2ms/step - loss: 0.4632
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.3856
12/12 [==============================] - 0s 2ms/step - loss: 0.4617
12/12 [==============================] - 0s 2ms/step - loss: 0.4617
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.3810
12/12 [==============================] - 0s 2ms/step - loss: 0.4602
12/12 [==============================] - 0s 2ms/step - loss: 0.4602
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.3760
12/12 [==============================] - 0s 2ms/step - loss: 0.4586
12/12 [==============================] - 0s 2ms/step - loss: 0.4586
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.3707
12/12 [==============================] - 0s 2ms/step - loss: 0.4571
12/12 [==============================] - 0s 2ms/step - loss: 0.4571
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.3654
12/12 [==============================] - 0s 2ms/step - loss: 0.4555
12/12 [==============================] - 0s 2ms/step - loss: 0.4555
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.3600
12/12 [==============================] - 0s 2ms/step - loss: 0.4539
12/12 [==============================] - 0s 2ms/step - loss: 0.4539
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.3548
12/12 [==============================] - 0s 2ms/step - loss: 0.4524
12/12 [==============================] - 0s 2ms/step - loss: 0.4524
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.3498
12/12 [==============================] - 0s 2ms/step - loss: 0.4510
12/12 [==============================] - 0s 2ms/step - loss: 0.4510
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.3449
12/12 [==============================] - 0s 2ms/step - loss: 0.4497
12/12 [==============================] - 0s 2ms/step - loss: 0.4497
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.3401
12/12 [==============================] - 0s 3ms/step - loss: 0.4484
12/12 [==============================] - 0s 3ms/step - loss: 0.4484
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.3348
12/12 [==============================] - 0s 4ms/step - loss: 0.4470
12/12 [==============================] - 0s 4ms/step - loss: 0.4470
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.3296
12/12 [==============================] - 0s 4ms/step - loss: 0.4456
12/12 [==============================] - 0s 5ms/step - loss: 0.4456
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.3247
11/12 [==========================>...] - ETA: 0s - loss: 0.4463
12/12 [==============================] - 0s 5ms/step - loss: 0.4443
12/12 [==============================] - 0s 5ms/step - loss: 0.4443
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.3201
11/12 [==========================>...] - ETA: 0s - loss: 0.4449
12/12 [==============================] - 0s 5ms/step - loss: 0.4432
12/12 [==============================] - 0s 5ms/step - loss: 0.4432
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.3153
10/12 [========================>.....] - ETA: 0s - loss: 0.3942
12/12 [==============================] - 0s 6ms/step - loss: 0.4419
12/12 [==============================] - 0s 6ms/step - loss: 0.4419
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.3103
11/12 [==========================>...] - ETA: 0s - loss: 0.4419
12/12 [==============================] - 0s 5ms/step - loss: 0.4406
12/12 [==============================] - 0s 5ms/step - loss: 0.4406
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.3056
10/12 [========================>.....] - ETA: 0s - loss: 0.3912
12/12 [==============================] - 0s 5ms/step - loss: 0.4394
12/12 [==============================] - 0s 6ms/step - loss: 0.4394
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.3009
11/12 [==========================>...] - ETA: 0s - loss: 0.4389
12/12 [==============================] - 0s 5ms/step - loss: 0.4381
12/12 [==============================] - 0s 5ms/step - loss: 0.4381
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.2961
12/12 [==============================] - 0s 4ms/step - loss: 0.4369
12/12 [==============================] - 0s 5ms/step - loss: 0.4369
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.2913
12/12 [==============================] - 0s 4ms/step - loss: 0.4356
12/12 [==============================] - 0s 5ms/step - loss: 0.4356
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.2869
12/12 [==============================] - 0s 4ms/step - loss: 0.4345
12/12 [==============================] - 0s 5ms/step - loss: 0.4345
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.2828
12/12 [==============================] - 0s 4ms/step - loss: 0.4335
12/12 [==============================] - 0s 4ms/step - loss: 0.4335
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.2784
12/12 [==============================] - 0s 3ms/step - loss: 0.4323
12/12 [==============================] - 0s 4ms/step - loss: 0.4323
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.2739
12/12 [==============================] - 0s 3ms/step - loss: 0.4310
12/12 [==============================] - 0s 4ms/step - loss: 0.4310
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.2697
12/12 [==============================] - 0s 3ms/step - loss: 0.4299
12/12 [==============================] - 0s 4ms/step - loss: 0.4299
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.2653
12/12 [==============================] - 0s 3ms/step - loss: 0.4286
12/12 [==============================] - 0s 4ms/step - loss: 0.4286
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.2609
12/12 [==============================] - 0s 3ms/step - loss: 0.4271
12/12 [==============================] - 0s 4ms/step - loss: 0.4271
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.2569
12/12 [==============================] - 0s 3ms/step - loss: 0.4259
12/12 [==============================] - 0s 3ms/step - loss: 0.4259
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.2530
12/12 [==============================] - 0s 3ms/step - loss: 0.4246
12/12 [==============================] - 0s 3ms/step - loss: 0.4246
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.2490
12/12 [==============================] - 0s 3ms/step - loss: 0.4232
12/12 [==============================] - 0s 3ms/step - loss: 0.4232
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.2451
12/12 [==============================] - 0s 3ms/step - loss: 0.4217
12/12 [==============================] - 0s 3ms/step - loss: 0.4217
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.2414
12/12 [==============================] - 0s 3ms/step - loss: 0.4203
12/12 [==============================] - 0s 3ms/step - loss: 0.4203
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.2374
12/12 [==============================] - 0s 3ms/step - loss: 0.4186
12/12 [==============================] - 0s 3ms/step - loss: 0.4186
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.2336
12/12 [==============================] - 0s 3ms/step - loss: 0.4169
12/12 [==============================] - 0s 3ms/step - loss: 0.4169
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.2300
12/12 [==============================] - 0s 3ms/step - loss: 0.4153
12/12 [==============================] - 0s 3ms/step - loss: 0.4153
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.2266
12/12 [==============================] - 0s 3ms/step - loss: 0.4135
12/12 [==============================] - 0s 3ms/step - loss: 0.4135
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.2231
12/12 [==============================] - 0s 3ms/step - loss: 0.4113
12/12 [==============================] - 0s 3ms/step - loss: 0.4113
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.2200
12/12 [==============================] - 0s 3ms/step - loss: 0.4094
12/12 [==============================] - 0s 3ms/step - loss: 0.4094
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.2171
12/12 [==============================] - 0s 3ms/step - loss: 0.4074
12/12 [==============================] - 0s 3ms/step - loss: 0.4074
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.2142
12/12 [==============================] - 0s 3ms/step - loss: 0.4053
12/12 [==============================] - 0s 3ms/step - loss: 0.4053
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.2117
12/12 [==============================] - 0s 3ms/step - loss: 0.4035
12/12 [==============================] - 0s 3ms/step - loss: 0.4035
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.2094
12/12 [==============================] - 0s 3ms/step - loss: 0.4017
12/12 [==============================] - 0s 3ms/step - loss: 0.4017
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.2073
12/12 [==============================] - 0s 3ms/step - loss: 0.3999
12/12 [==============================] - 0s 3ms/step - loss: 0.3999
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.2056
12/12 [==============================] - 0s 3ms/step - loss: 0.3983
12/12 [==============================] - 0s 3ms/step - loss: 0.3983
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.2040
12/12 [==============================] - 0s 3ms/step - loss: 0.3967
12/12 [==============================] - 0s 3ms/step - loss: 0.3967
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.2024
12/12 [==============================] - 0s 2ms/step - loss: 0.3951
12/12 [==============================] - 0s 3ms/step - loss: 0.3951
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.2010
12/12 [==============================] - 0s 2ms/step - loss: 0.3936
12/12 [==============================] - 0s 3ms/step - loss: 0.3936
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1996
12/12 [==============================] - 0s 3ms/step - loss: 0.3920
12/12 [==============================] - 0s 3ms/step - loss: 0.3920
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1983
12/12 [==============================] - 0s 2ms/step - loss: 0.3906
12/12 [==============================] - 0s 3ms/step - loss: 0.3906
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1971
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
12/12 [==============================] - 0s 3ms/step - loss: 0.3895
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1958
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
12/12 [==============================] - 0s 3ms/step - loss: 0.3880
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1948
12/12 [==============================] - 0s 3ms/step - loss: 0.3870
12/12 [==============================] - 0s 3ms/step - loss: 0.3870
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1938
12/12 [==============================] - 0s 2ms/step - loss: 0.3858
12/12 [==============================] - 0s 3ms/step - loss: 0.3858
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1928
12/12 [==============================] - 0s 2ms/step - loss: 0.3848
12/12 [==============================] - 0s 3ms/step - loss: 0.3848
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1917
12/12 [==============================] - 0s 2ms/step - loss: 0.3836
12/12 [==============================] - 0s 3ms/step - loss: 0.3836
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1907
12/12 [==============================] - 0s 3ms/step - loss: 0.3826
12/12 [==============================] - 0s 3ms/step - loss: 0.3826
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1895
12/12 [==============================] - 0s 3ms/step - loss: 0.3815
12/12 [==============================] - 0s 3ms/step - loss: 0.3815
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1884
12/12 [==============================] - 0s 2ms/step - loss: 0.3805
12/12 [==============================] - 0s 3ms/step - loss: 0.3805
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1873
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1862
12/12 [==============================] - 0s 2ms/step - loss: 0.3788
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1851
12/12 [==============================] - 0s 2ms/step - loss: 0.3779
12/12 [==============================] - 0s 2ms/step - loss: 0.3779
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1841
12/12 [==============================] - 0s 2ms/step - loss: 0.3771
12/12 [==============================] - 0s 3ms/step - loss: 0.3771
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1832
12/12 [==============================] - 0s 2ms/step - loss: 0.3764
12/12 [==============================] - 0s 3ms/step - loss: 0.3764
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1823
12/12 [==============================] - 0s 2ms/step - loss: 0.3756
12/12 [==============================] - 0s 3ms/step - loss: 0.3756
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1815
12/12 [==============================] - 0s 2ms/step - loss: 0.3750
12/12 [==============================] - 0s 2ms/step - loss: 0.3750
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1808
12/12 [==============================] - 0s 2ms/step - loss: 0.3743
12/12 [==============================] - 0s 2ms/step - loss: 0.3743
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1803
12/12 [==============================] - 0s 2ms/step - loss: 0.3740
12/12 [==============================] - 0s 3ms/step - loss: 0.3740
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1798
12/12 [==============================] - 0s 2ms/step - loss: 0.3730
12/12 [==============================] - 0s 2ms/step - loss: 0.3730
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1795
12/12 [==============================] - 0s 2ms/step - loss: 0.3728
12/12 [==============================] - 0s 3ms/step - loss: 0.3728
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1789
12/12 [==============================] - 0s 2ms/step - loss: 0.3719
12/12 [==============================] - 0s 3ms/step - loss: 0.3719
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1787
12/12 [==============================] - 0s 2ms/step - loss: 0.3717
12/12 [==============================] - 0s 3ms/step - loss: 0.3717
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1782
12/12 [==============================] - 0s 2ms/step - loss: 0.3709
12/12 [==============================] - 0s 2ms/step - loss: 0.3709
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1778
12/12 [==============================] - 0s 2ms/step - loss: 0.3707
12/12 [==============================] - 0s 3ms/step - loss: 0.3707
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1773
12/12 [==============================] - 0s 2ms/step - loss: 0.3702
12/12 [==============================] - 0s 3ms/step - loss: 0.3702
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1768
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
12/12 [==============================] - 0s 3ms/step - loss: 0.3696
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1764
12/12 [==============================] - 0s 2ms/step - loss: 0.3693
12/12 [==============================] - 0s 3ms/step - loss: 0.3693
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1760
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1755
12/12 [==============================] - 0s 2ms/step - loss: 0.3686
12/12 [==============================] - 0s 2ms/step - loss: 0.3686
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1751
12/12 [==============================] - 0s 2ms/step - loss: 0.3683
12/12 [==============================] - 0s 2ms/step - loss: 0.3683
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1747
12/12 [==============================] - 0s 2ms/step - loss: 0.3680
12/12 [==============================] - 0s 3ms/step - loss: 0.3680
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1743
12/12 [==============================] - 0s 2ms/step - loss: 0.3674
12/12 [==============================] - 0s 2ms/step - loss: 0.3674
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1740
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
12/12 [==============================] - 0s 3ms/step - loss: 0.3676
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1736
12/12 [==============================] - 0s 2ms/step - loss: 0.3669
12/12 [==============================] - 0s 3ms/step - loss: 0.3669
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1733
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
12/12 [==============================] - 0s 3ms/step - loss: 0.3672
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 3ms/step - loss: 0.3665
12/12 [==============================] - 0s 3ms/step - loss: 0.3665
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1724
12/12 [==============================] - 0s 2ms/step - loss: 0.3670
12/12 [==============================] - 0s 3ms/step - loss: 0.3670
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1718
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1715
12/12 [==============================] - 0s 2ms/step - loss: 0.3665
12/12 [==============================] - 0s 3ms/step - loss: 0.3665
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1709
12/12 [==============================] - 0s 2ms/step - loss: 0.3656
12/12 [==============================] - 0s 3ms/step - loss: 0.3656
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1706
12/12 [==============================] - 0s 2ms/step - loss: 0.3663
12/12 [==============================] - 0s 2ms/step - loss: 0.3663
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1699
12/12 [==============================] - 0s 2ms/step - loss: 0.3654
12/12 [==============================] - 0s 2ms/step - loss: 0.3654
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1696
12/12 [==============================] - 0s 2ms/step - loss: 0.3662
12/12 [==============================] - 0s 3ms/step - loss: 0.3662
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1689
12/12 [==============================] - 0s 2ms/step - loss: 0.3651
12/12 [==============================] - 0s 3ms/step - loss: 0.3651
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1685
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1679
12/12 [==============================] - 0s 2ms/step - loss: 0.3650
12/12 [==============================] - 0s 2ms/step - loss: 0.3650
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1675
12/12 [==============================] - 0s 3ms/step - loss: 0.3659
12/12 [==============================] - 0s 3ms/step - loss: 0.3659
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1667
8/12 [===================>..........] - ETA: 0s - loss: 0.2907
12/12 [==============================] - 0s 6ms/step - loss: 0.3648
12/12 [==============================] - 0s 7ms/step - loss: 0.3648
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1663
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
12/12 [==============================] - 0s 4ms/step - loss: 0.3660
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1655
12/12 [==============================] - 0s 3ms/step - loss: 0.3646
12/12 [==============================] - 0s 3ms/step - loss: 0.3646
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1651
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1643
12/12 [==============================] - 0s 3ms/step - loss: 0.3645
12/12 [==============================] - 0s 3ms/step - loss: 0.3645
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1639
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1631
12/12 [==============================] - 0s 3ms/step - loss: 0.3646
12/12 [==============================] - 0s 3ms/step - loss: 0.3646
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1626
12/12 [==============================] - 0s 3ms/step - loss: 0.3658
12/12 [==============================] - 0s 3ms/step - loss: 0.3658
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1619
12/12 [==============================] - 0s 3ms/step - loss: 0.3647
12/12 [==============================] - 0s 3ms/step - loss: 0.3647
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1613
12/12 [==============================] - 0s 3ms/step - loss: 0.3654
12/12 [==============================] - 0s 3ms/step - loss: 0.3654
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1607
12/12 [==============================] - 0s 3ms/step - loss: 0.3646
12/12 [==============================] - 0s 3ms/step - loss: 0.3646
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1602
12/12 [==============================] - 0s 3ms/step - loss: 0.3652
12/12 [==============================] - 0s 3ms/step - loss: 0.3652
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1595
12/12 [==============================] - 0s 3ms/step - loss: 0.3645
12/12 [==============================] - 0s 4ms/step - loss: 0.3645
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1591
12/12 [==============================] - 0s 3ms/step - loss: 0.3653
12/12 [==============================] - 0s 4ms/step - loss: 0.3653
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1583
12/12 [==============================] - 0s 4ms/step - loss: 0.3643
12/12 [==============================] - 0s 4ms/step - loss: 0.3643
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1579
12/12 [==============================] - 0s 3ms/step - loss: 0.3658
12/12 [==============================] - 0s 4ms/step - loss: 0.3658
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1571
12/12 [==============================] - 0s 3ms/step - loss: 0.3639
12/12 [==============================] - 0s 4ms/step - loss: 0.3639
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1567
12/12 [==============================] - 0s 4ms/step - loss: 0.3664
12/12 [==============================] - 0s 4ms/step - loss: 0.3664
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1557
12/12 [==============================] - 0s 4ms/step - loss: 0.3639
12/12 [==============================] - 0s 4ms/step - loss: 0.3639
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1554
12/12 [==============================] - 0s 3ms/step - loss: 0.3669
12/12 [==============================] - 0s 3ms/step - loss: 0.3669
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1544
12/12 [==============================] - 0s 3ms/step - loss: 0.3638
12/12 [==============================] - 0s 3ms/step - loss: 0.3638
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1542
12/12 [==============================] - 0s 3ms/step - loss: 0.3668
12/12 [==============================] - 0s 3ms/step - loss: 0.3668
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1532
12/12 [==============================] - 0s 3ms/step - loss: 0.3637
12/12 [==============================] - 0s 3ms/step - loss: 0.3637
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.2663
12/12 [==============================] - 0s 2ms/step - loss: 0.7045
12/12 [==============================] - 0s 2ms/step - loss: 0.7045
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.2500
12/12 [==============================] - 0s 2ms/step - loss: 0.6849
12/12 [==============================] - 0s 2ms/step - loss: 0.6849
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.2359
12/12 [==============================] - 0s 2ms/step - loss: 0.6666
12/12 [==============================] - 0s 2ms/step - loss: 0.6666
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.2204
12/12 [==============================] - 0s 2ms/step - loss: 0.6496
12/12 [==============================] - 0s 2ms/step - loss: 0.6496
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.2051
12/12 [==============================] - 0s 2ms/step - loss: 0.6345
12/12 [==============================] - 0s 2ms/step - loss: 0.6345
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.1922
12/12 [==============================] - 0s 2ms/step - loss: 0.6204
12/12 [==============================] - 0s 2ms/step - loss: 0.6204
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.1805
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.1702
12/12 [==============================] - 0s 2ms/step - loss: 0.5953
12/12 [==============================] - 0s 2ms/step - loss: 0.5953
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.1616
12/12 [==============================] - 0s 2ms/step - loss: 0.5856
12/12 [==============================] - 0s 3ms/step - loss: 0.5856
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.1535
12/12 [==============================] - 0s 4ms/step - loss: 0.5770
12/12 [==============================] - 0s 4ms/step - loss: 0.5770
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.1457
12/12 [==============================] - 0s 4ms/step - loss: 0.5690
12/12 [==============================] - 0s 4ms/step - loss: 0.5690
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.1387
12/12 [==============================] - 0s 3ms/step - loss: 0.5619
12/12 [==============================] - 0s 3ms/step - loss: 0.5619
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.1328
12/12 [==============================] - 0s 4ms/step - loss: 0.5562
12/12 [==============================] - 0s 5ms/step - loss: 0.5562
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.1279
12/12 [==============================] - 0s 3ms/step - loss: 0.5510
12/12 [==============================] - 0s 4ms/step - loss: 0.5510
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.1238
12/12 [==============================] - 0s 3ms/step - loss: 0.5463
12/12 [==============================] - 0s 3ms/step - loss: 0.5463
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.1202
12/12 [==============================] - 0s 4ms/step - loss: 0.5428
12/12 [==============================] - 0s 4ms/step - loss: 0.5428
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.1174
12/12 [==============================] - 0s 3ms/step - loss: 0.5403
12/12 [==============================] - 0s 3ms/step - loss: 0.5403
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.1153
12/12 [==============================] - 0s 3ms/step - loss: 0.5381
12/12 [==============================] - 0s 3ms/step - loss: 0.5381
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.1138
12/12 [==============================] - 0s 2ms/step - loss: 0.5360
12/12 [==============================] - 0s 3ms/step - loss: 0.5360
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.1125
12/12 [==============================] - 0s 2ms/step - loss: 0.5341
12/12 [==============================] - 0s 3ms/step - loss: 0.5341
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.5323
12/12 [==============================] - 0s 2ms/step - loss: 0.5323
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.1107
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.5291
12/12 [==============================] - 0s 2ms/step - loss: 0.5291
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.5275
12/12 [==============================] - 0s 2ms/step - loss: 0.5275
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5260
12/12 [==============================] - 0s 2ms/step - loss: 0.5260
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5217
12/12 [==============================] - 0s 2ms/step - loss: 0.5217
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.1100
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.5191
12/12 [==============================] - 0s 2ms/step - loss: 0.5191
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.1104
12/12 [==============================] - 0s 2ms/step - loss: 0.5178
12/12 [==============================] - 0s 2ms/step - loss: 0.5178
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.1106
12/12 [==============================] - 0s 2ms/step - loss: 0.5166
12/12 [==============================] - 0s 2ms/step - loss: 0.5166
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.1108
12/12 [==============================] - 0s 2ms/step - loss: 0.5155
12/12 [==============================] - 0s 2ms/step - loss: 0.5155
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.1110
12/12 [==============================] - 0s 2ms/step - loss: 0.5144
12/12 [==============================] - 0s 2ms/step - loss: 0.5144
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.1113
12/12 [==============================] - 0s 2ms/step - loss: 0.5134
12/12 [==============================] - 0s 2ms/step - loss: 0.5134
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.1115
12/12 [==============================] - 0s 2ms/step - loss: 0.5124
12/12 [==============================] - 0s 2ms/step - loss: 0.5124
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.1119
12/12 [==============================] - 0s 2ms/step - loss: 0.5114
12/12 [==============================] - 0s 2ms/step - loss: 0.5114
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.1121
12/12 [==============================] - 0s 2ms/step - loss: 0.5105
12/12 [==============================] - 0s 2ms/step - loss: 0.5105
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.1124
12/12 [==============================] - 0s 2ms/step - loss: 0.5096
12/12 [==============================] - 0s 2ms/step - loss: 0.5096
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.5087
12/12 [==============================] - 0s 2ms/step - loss: 0.5087
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.1129
12/12 [==============================] - 0s 2ms/step - loss: 0.5079
12/12 [==============================] - 0s 2ms/step - loss: 0.5079
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.1133
12/12 [==============================] - 0s 2ms/step - loss: 0.5071
12/12 [==============================] - 0s 2ms/step - loss: 0.5071
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.1136
12/12 [==============================] - 0s 2ms/step - loss: 0.5063
12/12 [==============================] - 0s 2ms/step - loss: 0.5063
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.1139
12/12 [==============================] - 0s 2ms/step - loss: 0.5055
12/12 [==============================] - 0s 2ms/step - loss: 0.5055
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.1143
12/12 [==============================] - 0s 2ms/step - loss: 0.5047
12/12 [==============================] - 0s 2ms/step - loss: 0.5047
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.1146
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
12/12 [==============================] - 0s 3ms/step - loss: 0.5040
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.1149
12/12 [==============================] - 0s 2ms/step - loss: 0.5032
12/12 [==============================] - 0s 2ms/step - loss: 0.5032
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.1151
12/12 [==============================] - 0s 2ms/step - loss: 0.5025
12/12 [==============================] - 0s 2ms/step - loss: 0.5025
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.1154
12/12 [==============================] - 0s 2ms/step - loss: 0.5018
12/12 [==============================] - 0s 2ms/step - loss: 0.5018
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1157
12/12 [==============================] - 0s 2ms/step - loss: 0.5011
12/12 [==============================] - 0s 2ms/step - loss: 0.5011
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1159
12/12 [==============================] - 0s 2ms/step - loss: 0.5004
12/12 [==============================] - 0s 2ms/step - loss: 0.5004
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1162
12/12 [==============================] - 0s 2ms/step - loss: 0.4997
12/12 [==============================] - 0s 2ms/step - loss: 0.4997
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1165
12/12 [==============================] - 0s 2ms/step - loss: 0.4990
12/12 [==============================] - 0s 2ms/step - loss: 0.4990
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.4983
12/12 [==============================] - 0s 2ms/step - loss: 0.4983
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1171
12/12 [==============================] - 0s 2ms/step - loss: 0.4975
12/12 [==============================] - 0s 2ms/step - loss: 0.4975
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1174
12/12 [==============================] - 0s 2ms/step - loss: 0.4968
12/12 [==============================] - 0s 2ms/step - loss: 0.4968
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1177
12/12 [==============================] - 0s 2ms/step - loss: 0.4961
12/12 [==============================] - 0s 2ms/step - loss: 0.4961
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1180
12/12 [==============================] - 0s 3ms/step - loss: 0.4953
12/12 [==============================] - 0s 3ms/step - loss: 0.4953
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1184
12/12 [==============================] - 0s 3ms/step - loss: 0.4945
12/12 [==============================] - 0s 3ms/step - loss: 0.4945
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1188
12/12 [==============================] - 0s 3ms/step - loss: 0.4937
12/12 [==============================] - 0s 3ms/step - loss: 0.4937
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1191
12/12 [==============================] - 0s 3ms/step - loss: 0.4929
12/12 [==============================] - 0s 3ms/step - loss: 0.4929
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1195
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
12/12 [==============================] - 0s 3ms/step - loss: 0.4921
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1199
12/12 [==============================] - 0s 2ms/step - loss: 0.4913
12/12 [==============================] - 0s 3ms/step - loss: 0.4913
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1203
12/12 [==============================] - 0s 3ms/step - loss: 0.4905
12/12 [==============================] - 0s 4ms/step - loss: 0.4905
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1206
12/12 [==============================] - 0s 4ms/step - loss: 0.4897
12/12 [==============================] - 0s 4ms/step - loss: 0.4897
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1210
12/12 [==============================] - 0s 4ms/step - loss: 0.4889
12/12 [==============================] - 0s 4ms/step - loss: 0.4889
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1213
12/12 [==============================] - 0s 2ms/step - loss: 0.4880
12/12 [==============================] - 0s 3ms/step - loss: 0.4880
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1217
12/12 [==============================] - 0s 2ms/step - loss: 0.4872
12/12 [==============================] - 0s 3ms/step - loss: 0.4872
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1221
12/12 [==============================] - 0s 3ms/step - loss: 0.4863
12/12 [==============================] - 0s 3ms/step - loss: 0.4863
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1225
12/12 [==============================] - 0s 2ms/step - loss: 0.4854
12/12 [==============================] - 0s 3ms/step - loss: 0.4854
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1230
12/12 [==============================] - 0s 3ms/step - loss: 0.4845
12/12 [==============================] - 0s 3ms/step - loss: 0.4845
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1234
12/12 [==============================] - 0s 2ms/step - loss: 0.4836
12/12 [==============================] - 0s 3ms/step - loss: 0.4836
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1239
12/12 [==============================] - 0s 2ms/step - loss: 0.4827
12/12 [==============================] - 0s 3ms/step - loss: 0.4827
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1244
12/12 [==============================] - 0s 2ms/step - loss: 0.4817
12/12 [==============================] - 0s 2ms/step - loss: 0.4817
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1250
12/12 [==============================] - 0s 2ms/step - loss: 0.4808
12/12 [==============================] - 0s 2ms/step - loss: 0.4808
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1255
12/12 [==============================] - 0s 3ms/step - loss: 0.4798
12/12 [==============================] - 0s 3ms/step - loss: 0.4798
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1260
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
12/12 [==============================] - 0s 3ms/step - loss: 0.4789
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1266
12/12 [==============================] - 0s 2ms/step - loss: 0.4779
12/12 [==============================] - 0s 3ms/step - loss: 0.4779
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1271
12/12 [==============================] - 0s 2ms/step - loss: 0.4769
12/12 [==============================] - 0s 2ms/step - loss: 0.4769
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1277
12/12 [==============================] - 0s 2ms/step - loss: 0.4759
12/12 [==============================] - 0s 2ms/step - loss: 0.4759
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1283
12/12 [==============================] - 0s 2ms/step - loss: 0.4748
12/12 [==============================] - 0s 2ms/step - loss: 0.4748
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1290
12/12 [==============================] - 0s 2ms/step - loss: 0.4738
12/12 [==============================] - 0s 2ms/step - loss: 0.4738
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1296
12/12 [==============================] - 0s 2ms/step - loss: 0.4727
12/12 [==============================] - 0s 2ms/step - loss: 0.4727
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1303
12/12 [==============================] - 0s 2ms/step - loss: 0.4717
12/12 [==============================] - 0s 3ms/step - loss: 0.4717
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1310
11/12 [==========================>...] - ETA: 0s - loss: 0.4533
12/12 [==============================] - 0s 5ms/step - loss: 0.4706
12/12 [==============================] - 0s 5ms/step - loss: 0.4706
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1318
12/12 [==============================] - 0s 3ms/step - loss: 0.4694
12/12 [==============================] - 0s 4ms/step - loss: 0.4694
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1325
12/12 [==============================] - 0s 2ms/step - loss: 0.4683
12/12 [==============================] - 0s 3ms/step - loss: 0.4683
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1333
12/12 [==============================] - 0s 3ms/step - loss: 0.4671
12/12 [==============================] - 0s 4ms/step - loss: 0.4671
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1341
12/12 [==============================] - 0s 3ms/step - loss: 0.4660
12/12 [==============================] - 0s 3ms/step - loss: 0.4660
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1349
12/12 [==============================] - 0s 3ms/step - loss: 0.4648
12/12 [==============================] - 0s 3ms/step - loss: 0.4648
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1357
12/12 [==============================] - 0s 3ms/step - loss: 0.4636
12/12 [==============================] - 0s 3ms/step - loss: 0.4636
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 3ms/step - loss: 0.4624
12/12 [==============================] - 0s 3ms/step - loss: 0.4624
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.4612
12/12 [==============================] - 0s 3ms/step - loss: 0.4612
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1382
12/12 [==============================] - 0s 2ms/step - loss: 0.4599
12/12 [==============================] - 0s 3ms/step - loss: 0.4599
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1390
12/12 [==============================] - 0s 4ms/step - loss: 0.4587
12/12 [==============================] - 0s 4ms/step - loss: 0.4587
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1398
12/12 [==============================] - 0s 3ms/step - loss: 0.4575
12/12 [==============================] - 0s 4ms/step - loss: 0.4575
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1407
12/12 [==============================] - 0s 3ms/step - loss: 0.4562
12/12 [==============================] - 0s 3ms/step - loss: 0.4562
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1416
12/12 [==============================] - 0s 2ms/step - loss: 0.4550
12/12 [==============================] - 0s 3ms/step - loss: 0.4550
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1424
12/12 [==============================] - 0s 2ms/step - loss: 0.4537
12/12 [==============================] - 0s 3ms/step - loss: 0.4537
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1433
12/12 [==============================] - 0s 2ms/step - loss: 0.4525
12/12 [==============================] - 0s 3ms/step - loss: 0.4525
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1442
12/12 [==============================] - 0s 3ms/step - loss: 0.4512
12/12 [==============================] - 0s 3ms/step - loss: 0.4512
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1452
12/12 [==============================] - 0s 3ms/step - loss: 0.4500
12/12 [==============================] - 0s 3ms/step - loss: 0.4500
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1461
12/12 [==============================] - 0s 3ms/step - loss: 0.4488
12/12 [==============================] - 0s 3ms/step - loss: 0.4488
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1470
12/12 [==============================] - 0s 3ms/step - loss: 0.4475
12/12 [==============================] - 0s 3ms/step - loss: 0.4475
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1479
12/12 [==============================] - 0s 3ms/step - loss: 0.4463
12/12 [==============================] - 0s 3ms/step - loss: 0.4463
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1488
12/12 [==============================] - 0s 2ms/step - loss: 0.4451
12/12 [==============================] - 0s 3ms/step - loss: 0.4451
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1497
12/12 [==============================] - 0s 2ms/step - loss: 0.4438
12/12 [==============================] - 0s 3ms/step - loss: 0.4438
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1506
12/12 [==============================] - 0s 2ms/step - loss: 0.4426
12/12 [==============================] - 0s 2ms/step - loss: 0.4426
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1515
12/12 [==============================] - 0s 2ms/step - loss: 0.4413
12/12 [==============================] - 0s 3ms/step - loss: 0.4413
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1524
12/12 [==============================] - 0s 3ms/step - loss: 0.4400
12/12 [==============================] - 0s 3ms/step - loss: 0.4400
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1532
12/12 [==============================] - 0s 3ms/step - loss: 0.4387
12/12 [==============================] - 0s 3ms/step - loss: 0.4387
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1541
12/12 [==============================] - 0s 2ms/step - loss: 0.4375
12/12 [==============================] - 0s 3ms/step - loss: 0.4375
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1550
12/12 [==============================] - 0s 3ms/step - loss: 0.4362
12/12 [==============================] - 0s 3ms/step - loss: 0.4362
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1558
12/12 [==============================] - 0s 4ms/step - loss: 0.4350
12/12 [==============================] - 0s 4ms/step - loss: 0.4350
114
1/12 [=>............................] - ETA: 0s - loss: 0.1565
12/12 [==============================] - 0s 3ms/step - loss: 0.4338
12/12 [==============================] - 0s 3ms/step - loss: 0.4338
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1573
12/12 [==============================] - 0s 3ms/step - loss: 0.4326
12/12 [==============================] - 0s 4ms/step - loss: 0.4326
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1580
12/12 [==============================] - 0s 3ms/step - loss: 0.4314
12/12 [==============================] - 0s 3ms/step - loss: 0.4314
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1588
12/12 [==============================] - 0s 2ms/step - loss: 0.4302
12/12 [==============================] - 0s 3ms/step - loss: 0.4302
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1595
12/12 [==============================] - 0s 2ms/step - loss: 0.4291
12/12 [==============================] - 0s 2ms/step - loss: 0.4291
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1602
12/12 [==============================] - 0s 2ms/step - loss: 0.4279
12/12 [==============================] - 0s 2ms/step - loss: 0.4279
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1608
12/12 [==============================] - 0s 2ms/step - loss: 0.4268
12/12 [==============================] - 0s 2ms/step - loss: 0.4268
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1615
12/12 [==============================] - 0s 2ms/step - loss: 0.4257
12/12 [==============================] - 0s 2ms/step - loss: 0.4257
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1621
12/12 [==============================] - 0s 2ms/step - loss: 0.4246
12/12 [==============================] - 0s 2ms/step - loss: 0.4246
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1627
12/12 [==============================] - 0s 2ms/step - loss: 0.4235
12/12 [==============================] - 0s 2ms/step - loss: 0.4235
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1633
12/12 [==============================] - 0s 2ms/step - loss: 0.4223
12/12 [==============================] - 0s 2ms/step - loss: 0.4223
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1639
12/12 [==============================] - 0s 2ms/step - loss: 0.4212
12/12 [==============================] - 0s 2ms/step - loss: 0.4212
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1644
12/12 [==============================] - 0s 2ms/step - loss: 0.4201
12/12 [==============================] - 0s 2ms/step - loss: 0.4201
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1649
12/12 [==============================] - 0s 2ms/step - loss: 0.4190
12/12 [==============================] - 0s 2ms/step - loss: 0.4190
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1652
12/12 [==============================] - 0s 2ms/step - loss: 0.4179
12/12 [==============================] - 0s 2ms/step - loss: 0.4179
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1655
12/12 [==============================] - 0s 2ms/step - loss: 0.4167
12/12 [==============================] - 0s 2ms/step - loss: 0.4167
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1658
12/12 [==============================] - 0s 2ms/step - loss: 0.4157
12/12 [==============================] - 0s 2ms/step - loss: 0.4157
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1661
12/12 [==============================] - 0s 2ms/step - loss: 0.4146
12/12 [==============================] - 0s 2ms/step - loss: 0.4146
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1663
12/12 [==============================] - 0s 2ms/step - loss: 0.4135
12/12 [==============================] - 0s 2ms/step - loss: 0.4135
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1665
12/12 [==============================] - 0s 2ms/step - loss: 0.4124
12/12 [==============================] - 0s 2ms/step - loss: 0.4124
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1666
12/12 [==============================] - 0s 2ms/step - loss: 0.4113
12/12 [==============================] - 0s 2ms/step - loss: 0.4113
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1666
12/12 [==============================] - 0s 2ms/step - loss: 0.4102
12/12 [==============================] - 0s 2ms/step - loss: 0.4102
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1665
12/12 [==============================] - 0s 2ms/step - loss: 0.4092
12/12 [==============================] - 0s 2ms/step - loss: 0.4092
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1664
12/12 [==============================] - 0s 2ms/step - loss: 0.4081
12/12 [==============================] - 0s 2ms/step - loss: 0.4081
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1662
12/12 [==============================] - 0s 2ms/step - loss: 0.4071
12/12 [==============================] - 0s 2ms/step - loss: 0.4071
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1660
12/12 [==============================] - 0s 2ms/step - loss: 0.4060
12/12 [==============================] - 0s 2ms/step - loss: 0.4060
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1658
12/12 [==============================] - 0s 2ms/step - loss: 0.4050
12/12 [==============================] - 0s 2ms/step - loss: 0.4050
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1655
12/12 [==============================] - 0s 2ms/step - loss: 0.4040
12/12 [==============================] - 0s 2ms/step - loss: 0.4040
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1653
12/12 [==============================] - 0s 2ms/step - loss: 0.4029
12/12 [==============================] - 0s 2ms/step - loss: 0.4029
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1651
12/12 [==============================] - 0s 2ms/step - loss: 0.4019
12/12 [==============================] - 0s 2ms/step - loss: 0.4019
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1648
12/12 [==============================] - 0s 2ms/step - loss: 0.4009
12/12 [==============================] - 0s 2ms/step - loss: 0.4009
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1645
12/12 [==============================] - 0s 2ms/step - loss: 0.3999
12/12 [==============================] - 0s 3ms/step - loss: 0.3999
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1641
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1636
12/12 [==============================] - 0s 2ms/step - loss: 0.3979
12/12 [==============================] - 0s 2ms/step - loss: 0.3979
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1631
12/12 [==============================] - 0s 2ms/step - loss: 0.3970
12/12 [==============================] - 0s 3ms/step - loss: 0.3970
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1626
12/12 [==============================] - 0s 2ms/step - loss: 0.3960
12/12 [==============================] - 0s 2ms/step - loss: 0.3960
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1620
12/12 [==============================] - 0s 2ms/step - loss: 0.3952
12/12 [==============================] - 0s 2ms/step - loss: 0.3952
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1614
12/12 [==============================] - 0s 3ms/step - loss: 0.3944
12/12 [==============================] - 0s 3ms/step - loss: 0.3944
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1609
12/12 [==============================] - 0s 2ms/step - loss: 0.3935
12/12 [==============================] - 0s 2ms/step - loss: 0.3935
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1602
12/12 [==============================] - 0s 2ms/step - loss: 0.3927
12/12 [==============================] - 0s 2ms/step - loss: 0.3927
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1593
12/12 [==============================] - 0s 2ms/step - loss: 0.3919
12/12 [==============================] - 0s 3ms/step - loss: 0.3919
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1585
12/12 [==============================] - 0s 2ms/step - loss: 0.3912
12/12 [==============================] - 0s 2ms/step - loss: 0.3912
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1572
12/12 [==============================] - 0s 3ms/step - loss: 0.3905
12/12 [==============================] - 0s 3ms/step - loss: 0.3905
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1558
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1543
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1525
12/12 [==============================] - 0s 2ms/step - loss: 0.3891
12/12 [==============================] - 0s 2ms/step - loss: 0.3891
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1502
12/12 [==============================] - 0s 2ms/step - loss: 0.3888
12/12 [==============================] - 0s 2ms/step - loss: 0.3888
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1477
12/12 [==============================] - 0s 2ms/step - loss: 0.3886
12/12 [==============================] - 0s 2ms/step - loss: 0.3886
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1450
12/12 [==============================] - 0s 2ms/step - loss: 0.3884
12/12 [==============================] - 0s 2ms/step - loss: 0.3884
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1421
12/12 [==============================] - 0s 2ms/step - loss: 0.3882
12/12 [==============================] - 0s 2ms/step - loss: 0.3882
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1394
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.3877
12/12 [==============================] - 0s 2ms/step - loss: 0.3877
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1336
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1308
12/12 [==============================] - 0s 2ms/step - loss: 0.3873
12/12 [==============================] - 0s 2ms/step - loss: 0.3873
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1284
12/12 [==============================] - 0s 3ms/step - loss: 0.3870
12/12 [==============================] - 0s 3ms/step - loss: 0.3870
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1261
12/12 [==============================] - 0s 4ms/step - loss: 0.3867
12/12 [==============================] - 0s 4ms/step - loss: 0.3867
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1236
12/12 [==============================] - 0s 3ms/step - loss: 0.3863
12/12 [==============================] - 0s 3ms/step - loss: 0.3863
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1220
12/12 [==============================] - 0s 3ms/step - loss: 0.3860
12/12 [==============================] - 0s 3ms/step - loss: 0.3860
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1197
12/12 [==============================] - 0s 3ms/step - loss: 0.3855
12/12 [==============================] - 0s 3ms/step - loss: 0.3855
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1192
12/12 [==============================] - 0s 2ms/step - loss: 0.3854
12/12 [==============================] - 0s 3ms/step - loss: 0.3854
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.3847
12/12 [==============================] - 0s 2ms/step - loss: 0.3847
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.3852
12/12 [==============================] - 0s 2ms/step - loss: 0.3852
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1144
12/12 [==============================] - 0s 3ms/step - loss: 0.3845
12/12 [==============================] - 0s 3ms/step - loss: 0.3845
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1163
12/12 [==============================] - 0s 2ms/step - loss: 0.3856
12/12 [==============================] - 0s 3ms/step - loss: 0.3856
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1134
12/12 [==============================] - 0s 2ms/step - loss: 0.3848
12/12 [==============================] - 0s 3ms/step - loss: 0.3848
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1152
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
12/12 [==============================] - 0s 3ms/step - loss: 0.3875
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1132
12/12 [==============================] - 0s 2ms/step - loss: 0.3833
12/12 [==============================] - 0s 3ms/step - loss: 0.3833
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1130
12/12 [==============================] - 0s 2ms/step - loss: 0.3865
12/12 [==============================] - 0s 3ms/step - loss: 0.3865
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1128
12/12 [==============================] - 0s 2ms/step - loss: 0.3826
12/12 [==============================] - 0s 2ms/step - loss: 0.3826
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.3821
12/12 [==============================] - 0s 2ms/step - loss: 0.3821
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1126
12/12 [==============================] - 0s 2ms/step - loss: 0.3840
12/12 [==============================] - 0s 2ms/step - loss: 0.3840
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1129
12/12 [==============================] - 0s 2ms/step - loss: 0.3815
12/12 [==============================] - 0s 2ms/step - loss: 0.3815
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1124
12/12 [==============================] - 0s 2ms/step - loss: 0.3835
12/12 [==============================] - 0s 2ms/step - loss: 0.3835
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1130
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
12/12 [==============================] - 0s 3ms/step - loss: 0.3806
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1123
12/12 [==============================] - 0s 2ms/step - loss: 0.3826
12/12 [==============================] - 0s 3ms/step - loss: 0.3826
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1135
12/12 [==============================] - 0s 2ms/step - loss: 0.3800
12/12 [==============================] - 0s 3ms/step - loss: 0.3800
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1123
12/12 [==============================] - 0s 2ms/step - loss: 0.3817
12/12 [==============================] - 0s 2ms/step - loss: 0.3817
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1140
12/12 [==============================] - 0s 2ms/step - loss: 0.3794
12/12 [==============================] - 0s 2ms/step - loss: 0.3794
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1126
12/12 [==============================] - 0s 2ms/step - loss: 0.3809
12/12 [==============================] - 0s 2ms/step - loss: 0.3809
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1142
12/12 [==============================] - 0s 2ms/step - loss: 0.3789
12/12 [==============================] - 0s 2ms/step - loss: 0.3789
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1133
12/12 [==============================] - 0s 2ms/step - loss: 0.3800
12/12 [==============================] - 0s 2ms/step - loss: 0.3800
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1144
12/12 [==============================] - 0s 2ms/step - loss: 0.3786
12/12 [==============================] - 0s 2ms/step - loss: 0.3786
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1142
12/12 [==============================] - 0s 2ms/step - loss: 0.3797
12/12 [==============================] - 0s 3ms/step - loss: 0.3797
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1151
12/12 [==============================] - 0s 2ms/step - loss: 0.3787
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1148
12/12 [==============================] - 0s 3ms/step - loss: 0.3797
12/12 [==============================] - 0s 3ms/step - loss: 0.3797
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1158
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1150
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1162
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1152
12/12 [==============================] - 0s 3ms/step - loss: 0.3794
12/12 [==============================] - 0s 3ms/step - loss: 0.3794
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 3ms/step - loss: 0.3786
12/12 [==============================] - 0s 3ms/step - loss: 0.3786
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1157
12/12 [==============================] - 0s 4ms/step - loss: 0.3793
12/12 [==============================] - 0s 4ms/step - loss: 0.3793
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1175
12/12 [==============================] - 0s 4ms/step - loss: 0.3784
12/12 [==============================] - 0s 4ms/step - loss: 0.3784
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1162
12/12 [==============================] - 0s 3ms/step - loss: 0.3793
12/12 [==============================] - 0s 3ms/step - loss: 0.3793
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1182
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
12/12 [==============================] - 0s 3ms/step - loss: 0.3783
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1153
12/12 [==============================] - 0s 2ms/step - loss: 0.3787
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1192
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1158
12/12 [==============================] - 0s 2ms/step - loss: 0.3785
12/12 [==============================] - 0s 2ms/step - loss: 0.3785
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1199
12/12 [==============================] - 0s 2ms/step - loss: 0.3780
12/12 [==============================] - 0s 2ms/step - loss: 0.3780
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1156
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1213
12/12 [==============================] - 0s 2ms/step - loss: 0.3780
12/12 [==============================] - 0s 2ms/step - loss: 0.3780
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1157
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1230
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
12/12 [==============================] - 0s 3ms/step - loss: 0.3783
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1139
12/12 [==============================] - 0s 2ms/step - loss: 0.3787
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1278
12/12 [==============================] - 0s 2ms/step - loss: 0.3797
12/12 [==============================] - 0s 2ms/step - loss: 0.3797
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.3829
12/12 [==============================] - 0s 3ms/step - loss: 0.3829
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1265
12/12 [==============================] - 0s 2ms/step - loss: 0.3787
12/12 [==============================] - 0s 2ms/step - loss: 0.3787
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1150
12/12 [==============================] - 0s 2ms/step - loss: 0.3820
12/12 [==============================] - 0s 3ms/step - loss: 0.3820
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1269
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1126
12/12 [==============================] - 0s 3ms/step - loss: 0.3835
12/12 [==============================] - 0s 3ms/step - loss: 0.3835
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1246
12/12 [==============================] - 0s 3ms/step - loss: 0.3778
12/12 [==============================] - 0s 3ms/step - loss: 0.3778
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1181
12/12 [==============================] - 0s 3ms/step - loss: 0.3805
12/12 [==============================] - 0s 3ms/step - loss: 0.3805
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1253
12/12 [==============================] - 0s 3ms/step - loss: 0.3800
12/12 [==============================] - 0s 3ms/step - loss: 0.3800
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1117
12/12 [==============================] - 0s 2ms/step - loss: 0.3829
12/12 [==============================] - 0s 3ms/step - loss: 0.3829
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1246
12/12 [==============================] - 0s 2ms/step - loss: 0.3777
12/12 [==============================] - 0s 2ms/step - loss: 0.3777
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1166
12/12 [==============================] - 0s 2ms/step - loss: 0.3813
12/12 [==============================] - 0s 2ms/step - loss: 0.3813
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1263
12/12 [==============================] - 0s 2ms/step - loss: 0.3793
12/12 [==============================] - 0s 2ms/step - loss: 0.3793
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1120
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1249
12/12 [==============================] - 0s 2ms/step - loss: 0.3773
12/12 [==============================] - 0s 2ms/step - loss: 0.3773
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1179
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1264
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1117
12/12 [==============================] - 0s 2ms/step - loss: 0.3821
12/12 [==============================] - 0s 2ms/step - loss: 0.3821
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1243
12/12 [==============================] - 0s 2ms/step - loss: 0.3774
12/12 [==============================] - 0s 2ms/step - loss: 0.3774
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1161
12/12 [==============================] - 0s 2ms/step - loss: 0.3815
12/12 [==============================] - 0s 2ms/step - loss: 0.3815
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1253
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1147
12/12 [==============================] - 0s 2ms/step - loss: 0.3802
12/12 [==============================] - 0s 2ms/step - loss: 0.3802
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1280
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1121
12/12 [==============================] - 0s 2ms/step - loss: 0.3818
12/12 [==============================] - 0s 2ms/step - loss: 0.3818
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1231
12/12 [==============================] - 0s 3ms/step - loss: 0.3768
12/12 [==============================] - 0s 3ms/step - loss: 0.3768
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1162
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1267
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1123
12/12 [==============================] - 0s 2ms/step - loss: 0.3824
12/12 [==============================] - 0s 2ms/step - loss: 0.3824
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1224
12/12 [==============================] - 0s 2ms/step - loss: 0.3757
12/12 [==============================] - 0s 2ms/step - loss: 0.3757
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1211
12/12 [==============================] - 0s 2ms/step - loss: 0.3775
12/12 [==============================] - 0s 3ms/step - loss: 0.3775
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1221
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1139
12/12 [==============================] - 0s 2ms/step - loss: 0.3792
12/12 [==============================] - 0s 2ms/step - loss: 0.3792
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.7612
12/12 [==============================] - 0s 2ms/step - loss: 0.5757
12/12 [==============================] - 0s 2ms/step - loss: 0.5757
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.7592
12/12 [==============================] - 0s 2ms/step - loss: 0.5648
12/12 [==============================] - 0s 2ms/step - loss: 0.5648
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.7572
12/12 [==============================] - 0s 2ms/step - loss: 0.5537
12/12 [==============================] - 0s 2ms/step - loss: 0.5537
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.7546
12/12 [==============================] - 0s 2ms/step - loss: 0.5410
12/12 [==============================] - 0s 2ms/step - loss: 0.5410
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.7518
12/12 [==============================] - 0s 2ms/step - loss: 0.5288
12/12 [==============================] - 0s 2ms/step - loss: 0.5288
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.7494
12/12 [==============================] - 0s 2ms/step - loss: 0.5189
12/12 [==============================] - 0s 2ms/step - loss: 0.5189
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.7479
12/12 [==============================] - 0s 2ms/step - loss: 0.5118
12/12 [==============================] - 0s 2ms/step - loss: 0.5118
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.7472
12/12 [==============================] - 0s 2ms/step - loss: 0.5072
12/12 [==============================] - 0s 2ms/step - loss: 0.5072
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.7468
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.7466
12/12 [==============================] - 0s 2ms/step - loss: 0.5012
12/12 [==============================] - 0s 2ms/step - loss: 0.5012
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.7465
12/12 [==============================] - 0s 2ms/step - loss: 0.4985
12/12 [==============================] - 0s 2ms/step - loss: 0.4985
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.4954
12/12 [==============================] - 0s 2ms/step - loss: 0.4954
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.4913
12/12 [==============================] - 0s 2ms/step - loss: 0.4913
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.4851
12/12 [==============================] - 0s 2ms/step - loss: 0.4851
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.4750
12/12 [==============================] - 0s 2ms/step - loss: 0.4750
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.4592
12/12 [==============================] - 0s 2ms/step - loss: 0.4592
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.4417
12/12 [==============================] - 0s 2ms/step - loss: 0.4417
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.4282
12/12 [==============================] - 0s 2ms/step - loss: 0.4282
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 3ms/step - loss: 0.4164
12/12 [==============================] - 0s 3ms/step - loss: 0.4164
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 3ms/step - loss: 0.4058
12/12 [==============================] - 0s 3ms/step - loss: 0.4058
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.7463
12/12 [==============================] - 0s 3ms/step - loss: 0.3957
12/12 [==============================] - 0s 4ms/step - loss: 0.3957
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.7472
12/12 [==============================] - 0s 4ms/step - loss: 0.3867
12/12 [==============================] - 0s 4ms/step - loss: 0.3867
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.7481
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
12/12 [==============================] - 0s 3ms/step - loss: 0.3787
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.7494
12/12 [==============================] - 0s 2ms/step - loss: 0.3719
12/12 [==============================] - 0s 3ms/step - loss: 0.3719
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.7506
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
12/12 [==============================] - 0s 3ms/step - loss: 0.3660
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.7518
12/12 [==============================] - 0s 3ms/step - loss: 0.3607
12/12 [==============================] - 0s 3ms/step - loss: 0.3607
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.7531
12/12 [==============================] - 0s 3ms/step - loss: 0.3558
12/12 [==============================] - 0s 3ms/step - loss: 0.3558
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.7542
12/12 [==============================] - 0s 3ms/step - loss: 0.3514
12/12 [==============================] - 0s 3ms/step - loss: 0.3514
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.7554
12/12 [==============================] - 0s 3ms/step - loss: 0.3474
12/12 [==============================] - 0s 3ms/step - loss: 0.3474
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.7566
10/12 [========================>.....] - ETA: 0s - loss: 0.3559
12/12 [==============================] - 0s 5ms/step - loss: 0.3440
12/12 [==============================] - 0s 6ms/step - loss: 0.3440
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.7580
12/12 [==============================] - 0s 4ms/step - loss: 0.3409
12/12 [==============================] - 0s 4ms/step - loss: 0.3409
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.7594
12/12 [==============================] - 0s 3ms/step - loss: 0.3381
12/12 [==============================] - 0s 3ms/step - loss: 0.3381
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.7606
12/12 [==============================] - 0s 3ms/step - loss: 0.3357
12/12 [==============================] - 0s 4ms/step - loss: 0.3357
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.7617
12/12 [==============================] - 0s 3ms/step - loss: 0.3335
12/12 [==============================] - 0s 4ms/step - loss: 0.3335
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.7627
12/12 [==============================] - 0s 2ms/step - loss: 0.3314
12/12 [==============================] - 0s 3ms/step - loss: 0.3314
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.7637
12/12 [==============================] - 0s 2ms/step - loss: 0.3298
12/12 [==============================] - 0s 3ms/step - loss: 0.3298
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.7645
12/12 [==============================] - 0s 3ms/step - loss: 0.3283
12/12 [==============================] - 0s 3ms/step - loss: 0.3283
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.7652
12/12 [==============================] - 0s 3ms/step - loss: 0.3269
12/12 [==============================] - 0s 3ms/step - loss: 0.3269
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.7659
12/12 [==============================] - 0s 2ms/step - loss: 0.3255
12/12 [==============================] - 0s 3ms/step - loss: 0.3255
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.7665
12/12 [==============================] - 0s 2ms/step - loss: 0.3242
12/12 [==============================] - 0s 3ms/step - loss: 0.3242
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.7672
12/12 [==============================] - 0s 2ms/step - loss: 0.3229
12/12 [==============================] - 0s 3ms/step - loss: 0.3229
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.7678
12/12 [==============================] - 0s 2ms/step - loss: 0.3216
12/12 [==============================] - 0s 2ms/step - loss: 0.3216
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.7683
12/12 [==============================] - 0s 2ms/step - loss: 0.3205
12/12 [==============================] - 0s 3ms/step - loss: 0.3205
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.7688
12/12 [==============================] - 0s 2ms/step - loss: 0.3194
12/12 [==============================] - 0s 3ms/step - loss: 0.3194
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.7693
12/12 [==============================] - 0s 2ms/step - loss: 0.3186
12/12 [==============================] - 0s 3ms/step - loss: 0.3186
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.7697
12/12 [==============================] - 0s 3ms/step - loss: 0.3177
12/12 [==============================] - 0s 3ms/step - loss: 0.3177
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.7702
12/12 [==============================] - 0s 3ms/step - loss: 0.3170
12/12 [==============================] - 0s 3ms/step - loss: 0.3170
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.7705
12/12 [==============================] - 0s 2ms/step - loss: 0.3163
12/12 [==============================] - 0s 3ms/step - loss: 0.3163
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.7709
12/12 [==============================] - 0s 3ms/step - loss: 0.3157
12/12 [==============================] - 0s 3ms/step - loss: 0.3157
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.7713
12/12 [==============================] - 0s 3ms/step - loss: 0.3151
12/12 [==============================] - 0s 3ms/step - loss: 0.3151
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.7716
12/12 [==============================] - 0s 2ms/step - loss: 0.3145
12/12 [==============================] - 0s 3ms/step - loss: 0.3145
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.7720
12/12 [==============================] - 0s 3ms/step - loss: 0.3138
12/12 [==============================] - 0s 4ms/step - loss: 0.3138
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.7723
12/12 [==============================] - 0s 3ms/step - loss: 0.3131
12/12 [==============================] - 0s 3ms/step - loss: 0.3131
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.7726
12/12 [==============================] - 0s 3ms/step - loss: 0.3126
12/12 [==============================] - 0s 3ms/step - loss: 0.3126
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.7728
12/12 [==============================] - 0s 3ms/step - loss: 0.3120
12/12 [==============================] - 0s 3ms/step - loss: 0.3120
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.7730
12/12 [==============================] - 0s 3ms/step - loss: 0.3116
12/12 [==============================] - 0s 3ms/step - loss: 0.3116
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.7731
12/12 [==============================] - 0s 3ms/step - loss: 0.3111
12/12 [==============================] - 0s 3ms/step - loss: 0.3111
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 3ms/step - loss: 0.3105
12/12 [==============================] - 0s 3ms/step - loss: 0.3105
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 3ms/step - loss: 0.3099
12/12 [==============================] - 0s 3ms/step - loss: 0.3099
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.7735
12/12 [==============================] - 0s 3ms/step - loss: 0.3095
12/12 [==============================] - 0s 3ms/step - loss: 0.3095
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.7736
12/12 [==============================] - 0s 2ms/step - loss: 0.3094
12/12 [==============================] - 0s 3ms/step - loss: 0.3094
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.7738
12/12 [==============================] - 0s 2ms/step - loss: 0.3100
12/12 [==============================] - 0s 3ms/step - loss: 0.3100
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.7739
12/12 [==============================] - 0s 2ms/step - loss: 0.3113
12/12 [==============================] - 0s 3ms/step - loss: 0.3113
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.7741
12/12 [==============================] - 0s 2ms/step - loss: 0.3125
12/12 [==============================] - 0s 3ms/step - loss: 0.3125
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.7742
12/12 [==============================] - 0s 2ms/step - loss: 0.3127
12/12 [==============================] - 0s 3ms/step - loss: 0.3127
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.7744
12/12 [==============================] - 0s 3ms/step - loss: 0.3124
12/12 [==============================] - 0s 3ms/step - loss: 0.3124
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.7746
12/12 [==============================] - 0s 3ms/step - loss: 0.3120
12/12 [==============================] - 0s 3ms/step - loss: 0.3120
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.7747
12/12 [==============================] - 0s 4ms/step - loss: 0.3117
12/12 [==============================] - 0s 4ms/step - loss: 0.3117
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.7749
12/12 [==============================] - 0s 3ms/step - loss: 0.3117
12/12 [==============================] - 0s 3ms/step - loss: 0.3117
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.7750
12/12 [==============================] - 0s 3ms/step - loss: 0.3117
12/12 [==============================] - 0s 4ms/step - loss: 0.3117
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.7752
12/12 [==============================] - 0s 4ms/step - loss: 0.3115
12/12 [==============================] - 0s 4ms/step - loss: 0.3115
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.7753
12/12 [==============================] - 0s 4ms/step - loss: 0.3114
12/12 [==============================] - 0s 4ms/step - loss: 0.3114
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.7755
12/12 [==============================] - 0s 3ms/step - loss: 0.3114
12/12 [==============================] - 0s 4ms/step - loss: 0.3114
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.7756
12/12 [==============================] - 0s 3ms/step - loss: 0.3112
12/12 [==============================] - 0s 4ms/step - loss: 0.3112
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.7757
12/12 [==============================] - 0s 4ms/step - loss: 0.3110
12/12 [==============================] - 0s 4ms/step - loss: 0.3110
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.7758
12/12 [==============================] - 0s 4ms/step - loss: 0.3110
12/12 [==============================] - 0s 5ms/step - loss: 0.3110
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.7759
12/12 [==============================] - 0s 4ms/step - loss: 0.3108
12/12 [==============================] - 0s 4ms/step - loss: 0.3108
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.7760
12/12 [==============================] - 0s 4ms/step - loss: 0.3106
12/12 [==============================] - 0s 4ms/step - loss: 0.3106
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.7762
12/12 [==============================] - 0s 3ms/step - loss: 0.3104
12/12 [==============================] - 0s 3ms/step - loss: 0.3104
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.7762
12/12 [==============================] - 0s 3ms/step - loss: 0.3106
12/12 [==============================] - 0s 3ms/step - loss: 0.3106
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.7763
12/12 [==============================] - 0s 3ms/step - loss: 0.3101
12/12 [==============================] - 0s 3ms/step - loss: 0.3101
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.7764
12/12 [==============================] - 0s 3ms/step - loss: 0.3104
12/12 [==============================] - 0s 3ms/step - loss: 0.3104
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.7765
12/12 [==============================] - 0s 2ms/step - loss: 0.3099
12/12 [==============================] - 0s 3ms/step - loss: 0.3099
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.7766
12/12 [==============================] - 0s 3ms/step - loss: 0.3099
12/12 [==============================] - 0s 3ms/step - loss: 0.3099
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.7767
12/12 [==============================] - 0s 2ms/step - loss: 0.3096
12/12 [==============================] - 0s 3ms/step - loss: 0.3096
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.7767
12/12 [==============================] - 0s 2ms/step - loss: 0.3094
12/12 [==============================] - 0s 3ms/step - loss: 0.3094
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.7768
12/12 [==============================] - 0s 2ms/step - loss: 0.3095
12/12 [==============================] - 0s 3ms/step - loss: 0.3095
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.7769
12/12 [==============================] - 0s 2ms/step - loss: 0.3092
12/12 [==============================] - 0s 3ms/step - loss: 0.3092
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.7770
12/12 [==============================] - 0s 2ms/step - loss: 0.3092
12/12 [==============================] - 0s 3ms/step - loss: 0.3092
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.7771
12/12 [==============================] - 0s 2ms/step - loss: 0.3089
12/12 [==============================] - 0s 3ms/step - loss: 0.3089
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.7772
12/12 [==============================] - 0s 2ms/step - loss: 0.3090
12/12 [==============================] - 0s 3ms/step - loss: 0.3090
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.7772
12/12 [==============================] - 0s 2ms/step - loss: 0.3084
12/12 [==============================] - 0s 3ms/step - loss: 0.3084
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.7772
12/12 [==============================] - 0s 2ms/step - loss: 0.3085
12/12 [==============================] - 0s 3ms/step - loss: 0.3085
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.7773
12/12 [==============================] - 0s 2ms/step - loss: 0.3082
12/12 [==============================] - 0s 3ms/step - loss: 0.3082
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.7774
12/12 [==============================] - 0s 2ms/step - loss: 0.3081
12/12 [==============================] - 0s 3ms/step - loss: 0.3081
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.7775
12/12 [==============================] - 0s 2ms/step - loss: 0.3079
12/12 [==============================] - 0s 3ms/step - loss: 0.3079
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.7775
12/12 [==============================] - 0s 2ms/step - loss: 0.3077
12/12 [==============================] - 0s 3ms/step - loss: 0.3077
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.7775
12/12 [==============================] - 0s 2ms/step - loss: 0.3075
12/12 [==============================] - 0s 3ms/step - loss: 0.3075
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.7775
12/12 [==============================] - 0s 3ms/step - loss: 0.3073
12/12 [==============================] - 0s 3ms/step - loss: 0.3073
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.7776
12/12 [==============================] - 0s 2ms/step - loss: 0.3070
12/12 [==============================] - 0s 3ms/step - loss: 0.3070
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.7777
12/12 [==============================] - 0s 3ms/step - loss: 0.3067
12/12 [==============================] - 0s 3ms/step - loss: 0.3067
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.7777
12/12 [==============================] - 0s 3ms/step - loss: 0.3065
12/12 [==============================] - 0s 3ms/step - loss: 0.3065
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.7777
12/12 [==============================] - 0s 3ms/step - loss: 0.3062
12/12 [==============================] - 0s 3ms/step - loss: 0.3062
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.7777
12/12 [==============================] - 0s 3ms/step - loss: 0.3060
12/12 [==============================] - 0s 3ms/step - loss: 0.3060
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.7778
12/12 [==============================] - 0s 3ms/step - loss: 0.3056
12/12 [==============================] - 0s 3ms/step - loss: 0.3056
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.7779
12/12 [==============================] - 0s 3ms/step - loss: 0.3054
12/12 [==============================] - 0s 3ms/step - loss: 0.3054
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.7779
12/12 [==============================] - 0s 3ms/step - loss: 0.3049
12/12 [==============================] - 0s 3ms/step - loss: 0.3049
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.7778
12/12 [==============================] - 0s 3ms/step - loss: 0.3046
12/12 [==============================] - 0s 3ms/step - loss: 0.3046
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.7779
12/12 [==============================] - 0s 3ms/step - loss: 0.3043
12/12 [==============================] - 0s 4ms/step - loss: 0.3043
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.7779
12/12 [==============================] - 0s 3ms/step - loss: 0.3037
12/12 [==============================] - 0s 3ms/step - loss: 0.3037
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.7780
12/12 [==============================] - 0s 3ms/step - loss: 0.3035
12/12 [==============================] - 0s 3ms/step - loss: 0.3035
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.7780
12/12 [==============================] - 0s 3ms/step - loss: 0.3031
12/12 [==============================] - 0s 3ms/step - loss: 0.3031
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.7780
12/12 [==============================] - 0s 4ms/step - loss: 0.3027
12/12 [==============================] - 0s 4ms/step - loss: 0.3027
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.7781
12/12 [==============================] - 0s 3ms/step - loss: 0.3026
12/12 [==============================] - 0s 4ms/step - loss: 0.3026
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.7780
12/12 [==============================] - 0s 4ms/step - loss: 0.3016
12/12 [==============================] - 0s 4ms/step - loss: 0.3016
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.7781
12/12 [==============================] - 0s 3ms/step - loss: 0.3015
12/12 [==============================] - 0s 3ms/step - loss: 0.3015
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.7782
12/12 [==============================] - 0s 3ms/step - loss: 0.3009
12/12 [==============================] - 0s 4ms/step - loss: 0.3009
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.7782
12/12 [==============================] - 0s 4ms/step - loss: 0.3008
12/12 [==============================] - 0s 4ms/step - loss: 0.3008
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.7782
12/12 [==============================] - 0s 3ms/step - loss: 0.3003
12/12 [==============================] - 0s 4ms/step - loss: 0.3003
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.7783
12/12 [==============================] - 0s 5ms/step - loss: 0.3001
12/12 [==============================] - 0s 5ms/step - loss: 0.3001
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.7783
11/12 [==========================>...] - ETA: 0s - loss: 0.3029
12/12 [==============================] - 0s 5ms/step - loss: 0.2995
12/12 [==============================] - 0s 5ms/step - loss: 0.2995
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.7784
12/12 [==============================] - 0s 4ms/step - loss: 0.2991
12/12 [==============================] - 0s 5ms/step - loss: 0.2991
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.7784
10/12 [========================>.....] - ETA: 0s - loss: 0.3030
12/12 [==============================] - 0s 6ms/step - loss: 0.2989
12/12 [==============================] - 0s 7ms/step - loss: 0.2989
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.7785
11/12 [==========================>...] - ETA: 0s - loss: 0.3022
12/12 [==============================] - 0s 5ms/step - loss: 0.2985
12/12 [==============================] - 0s 6ms/step - loss: 0.2985
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.7787
11/12 [==========================>...] - ETA: 0s - loss: 0.3017
12/12 [==============================] - 0s 5ms/step - loss: 0.2978
12/12 [==============================] - 0s 5ms/step - loss: 0.2978
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.7787
12/12 [==============================] - 0s 4ms/step - loss: 0.2975
12/12 [==============================] - 0s 5ms/step - loss: 0.2975
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.7789
12/12 [==============================] - 0s 4ms/step - loss: 0.2972
12/12 [==============================] - 0s 5ms/step - loss: 0.2972
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.7790
12/12 [==============================] - 0s 4ms/step - loss: 0.2969
12/12 [==============================] - 0s 4ms/step - loss: 0.2969
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.7789
12/12 [==============================] - 0s 3ms/step - loss: 0.2963
12/12 [==============================] - 0s 4ms/step - loss: 0.2963
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.7790
12/12 [==============================] - 0s 3ms/step - loss: 0.2962
12/12 [==============================] - 0s 4ms/step - loss: 0.2962
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.7790
12/12 [==============================] - 0s 3ms/step - loss: 0.2957
12/12 [==============================] - 0s 4ms/step - loss: 0.2957
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.7791
12/12 [==============================] - 0s 4ms/step - loss: 0.2955
12/12 [==============================] - 0s 4ms/step - loss: 0.2955
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.7792
10/12 [========================>.....] - ETA: 0s - loss: 0.2998
12/12 [==============================] - 0s 5ms/step - loss: 0.2949
12/12 [==============================] - 0s 6ms/step - loss: 0.2949
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.7792
12/12 [==============================] - 0s 4ms/step - loss: 0.2951
12/12 [==============================] - 0s 5ms/step - loss: 0.2951
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.7793
12/12 [==============================] - 0s 3ms/step - loss: 0.2941
12/12 [==============================] - 0s 4ms/step - loss: 0.2941
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.7793
12/12 [==============================] - 0s 3ms/step - loss: 0.2942
12/12 [==============================] - 0s 4ms/step - loss: 0.2942
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.7794
12/12 [==============================] - 0s 4ms/step - loss: 0.2936
12/12 [==============================] - 0s 4ms/step - loss: 0.2936
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.7796
12/12 [==============================] - 0s 4ms/step - loss: 0.2934
12/12 [==============================] - 0s 5ms/step - loss: 0.2934
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.7795
12/12 [==============================] - 0s 4ms/step - loss: 0.2928
12/12 [==============================] - 0s 4ms/step - loss: 0.2928
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.7796
12/12 [==============================] - 0s 4ms/step - loss: 0.2928
12/12 [==============================] - 0s 4ms/step - loss: 0.2928
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.7798
12/12 [==============================] - 0s 3ms/step - loss: 0.2920
12/12 [==============================] - 0s 4ms/step - loss: 0.2920
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.7796
12/12 [==============================] - 0s 4ms/step - loss: 0.2921
12/12 [==============================] - 0s 4ms/step - loss: 0.2921
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.7798
12/12 [==============================] - 0s 4ms/step - loss: 0.2915
12/12 [==============================] - 0s 5ms/step - loss: 0.2915
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.7800
12/12 [==============================] - 0s 3ms/step - loss: 0.2913
12/12 [==============================] - 0s 4ms/step - loss: 0.2913
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.7799
12/12 [==============================] - 0s 4ms/step - loss: 0.2909
12/12 [==============================] - 0s 4ms/step - loss: 0.2909
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.7799
12/12 [==============================] - 0s 4ms/step - loss: 0.2908
12/12 [==============================] - 0s 4ms/step - loss: 0.2908
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.7801
12/12 [==============================] - 0s 4ms/step - loss: 0.2901
12/12 [==============================] - 0s 5ms/step - loss: 0.2901
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.7800
12/12 [==============================] - 0s 4ms/step - loss: 0.2902
12/12 [==============================] - 0s 4ms/step - loss: 0.2902
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.7801
12/12 [==============================] - 0s 4ms/step - loss: 0.2897
12/12 [==============================] - 0s 4ms/step - loss: 0.2897
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.7801
12/12 [==============================] - 0s 3ms/step - loss: 0.2894
12/12 [==============================] - 0s 3ms/step - loss: 0.2894
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.7801
12/12 [==============================] - 0s 3ms/step - loss: 0.2892
12/12 [==============================] - 0s 3ms/step - loss: 0.2892
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.7802
12/12 [==============================] - 0s 3ms/step - loss: 0.2889
12/12 [==============================] - 0s 4ms/step - loss: 0.2889
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 3ms/step - loss: 0.2885
12/12 [==============================] - 0s 3ms/step - loss: 0.2885
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.7802
12/12 [==============================] - 0s 3ms/step - loss: 0.2884
12/12 [==============================] - 0s 3ms/step - loss: 0.2884
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 3ms/step - loss: 0.2881
12/12 [==============================] - 0s 3ms/step - loss: 0.2881
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 3ms/step - loss: 0.2877
12/12 [==============================] - 0s 3ms/step - loss: 0.2877
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.7802
12/12 [==============================] - 0s 3ms/step - loss: 0.2875
12/12 [==============================] - 0s 3ms/step - loss: 0.2875
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 3ms/step - loss: 0.2872
12/12 [==============================] - 0s 3ms/step - loss: 0.2872
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 3ms/step - loss: 0.2869
12/12 [==============================] - 0s 4ms/step - loss: 0.2869
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 4ms/step - loss: 0.2867
12/12 [==============================] - 0s 4ms/step - loss: 0.2867
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 3ms/step - loss: 0.2863
12/12 [==============================] - 0s 3ms/step - loss: 0.2863
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 4ms/step - loss: 0.2861
12/12 [==============================] - 0s 4ms/step - loss: 0.2861
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 3ms/step - loss: 0.2859
12/12 [==============================] - 0s 4ms/step - loss: 0.2859
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 3ms/step - loss: 0.2855
12/12 [==============================] - 0s 3ms/step - loss: 0.2855
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 3ms/step - loss: 0.2854
12/12 [==============================] - 0s 3ms/step - loss: 0.2854
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 3ms/step - loss: 0.2850
12/12 [==============================] - 0s 3ms/step - loss: 0.2850
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 4ms/step - loss: 0.2848
12/12 [==============================] - 0s 4ms/step - loss: 0.2848
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.7806
12/12 [==============================] - 0s 3ms/step - loss: 0.2844
12/12 [==============================] - 0s 4ms/step - loss: 0.2844
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 4ms/step - loss: 0.2843
12/12 [==============================] - 0s 4ms/step - loss: 0.2843
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 3ms/step - loss: 0.2841
12/12 [==============================] - 0s 4ms/step - loss: 0.2841
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.7806
12/12 [==============================] - 0s 3ms/step - loss: 0.2838
12/12 [==============================] - 0s 3ms/step - loss: 0.2838
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.7805
12/12 [==============================] - 0s 4ms/step - loss: 0.2836
12/12 [==============================] - 0s 4ms/step - loss: 0.2836
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.7805
11/12 [==========================>...] - ETA: 0s - loss: 0.2891
12/12 [==============================] - 0s 5ms/step - loss: 0.2834
12/12 [==============================] - 0s 5ms/step - loss: 0.2834
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.7806
12/12 [==============================] - 0s 4ms/step - loss: 0.2832
12/12 [==============================] - 0s 4ms/step - loss: 0.2832
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.7807
12/12 [==============================] - 0s 4ms/step - loss: 0.2830
12/12 [==============================] - 0s 4ms/step - loss: 0.2830
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.7806
11/12 [==========================>...] - ETA: 0s - loss: 0.2887
12/12 [==============================] - 0s 5ms/step - loss: 0.2829
12/12 [==============================] - 0s 5ms/step - loss: 0.2829
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.7807
12/12 [==============================] - 0s 4ms/step - loss: 0.2826
12/12 [==============================] - 0s 5ms/step - loss: 0.2826
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.7807
12/12 [==============================] - 0s 4ms/step - loss: 0.2824
12/12 [==============================] - 0s 5ms/step - loss: 0.2824
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.7807
12/12 [==============================] - 0s 4ms/step - loss: 0.2823
12/12 [==============================] - 0s 5ms/step - loss: 0.2823
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.7807
12/12 [==============================] - 0s 5ms/step - loss: 0.2821
12/12 [==============================] - 0s 5ms/step - loss: 0.2821
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.7807
11/12 [==========================>...] - ETA: 0s - loss: 0.2878
12/12 [==============================] - 0s 5ms/step - loss: 0.2819
12/12 [==============================] - 0s 6ms/step - loss: 0.2819
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.7808
11/12 [==========================>...] - ETA: 0s - loss: 0.2876
12/12 [==============================] - 0s 5ms/step - loss: 0.2817
12/12 [==============================] - 0s 6ms/step - loss: 0.2817
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.7807
12/12 [==============================] - 0s 4ms/step - loss: 0.2816
12/12 [==============================] - 0s 5ms/step - loss: 0.2816
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.7808
11/12 [==========================>...] - ETA: 0s - loss: 0.2873
12/12 [==============================] - 0s 5ms/step - loss: 0.2814
12/12 [==============================] - 0s 5ms/step - loss: 0.2814
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 4ms/step - loss: 0.2811
12/12 [==============================] - 0s 4ms/step - loss: 0.2811
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.7808
12/12 [==============================] - 0s 4ms/step - loss: 0.2811
12/12 [==============================] - 0s 4ms/step - loss: 0.2811
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.7809
11/12 [==========================>...] - ETA: 0s - loss: 0.2868
12/12 [==============================] - 0s 5ms/step - loss: 0.2808
12/12 [==============================] - 0s 5ms/step - loss: 0.2808
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 5ms/step - loss: 0.2806
12/12 [==============================] - 0s 5ms/step - loss: 0.2806
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.7808
12/12 [==============================] - 0s 5ms/step - loss: 0.2806
12/12 [==============================] - 0s 5ms/step - loss: 0.2806
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 4ms/step - loss: 0.2803
12/12 [==============================] - 0s 4ms/step - loss: 0.2803
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2801
12/12 [==============================] - 0s 4ms/step - loss: 0.2801
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2800
12/12 [==============================] - 0s 4ms/step - loss: 0.2800
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2797
12/12 [==============================] - 0s 4ms/step - loss: 0.2797
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.7808
12/12 [==============================] - 0s 3ms/step - loss: 0.2796
12/12 [==============================] - 0s 4ms/step - loss: 0.2796
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 4ms/step - loss: 0.2795
12/12 [==============================] - 0s 4ms/step - loss: 0.2795
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2792
12/12 [==============================] - 0s 3ms/step - loss: 0.2792
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2791
12/12 [==============================] - 0s 3ms/step - loss: 0.2791
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2789
12/12 [==============================] - 0s 3ms/step - loss: 0.2789
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 4ms/step - loss: 0.2787
12/12 [==============================] - 0s 4ms/step - loss: 0.2787
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2786
12/12 [==============================] - 0s 4ms/step - loss: 0.2786
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2784
12/12 [==============================] - 0s 4ms/step - loss: 0.2784
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 4ms/step - loss: 0.2781
12/12 [==============================] - 0s 4ms/step - loss: 0.2781
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 3ms/step - loss: 0.2781
12/12 [==============================] - 0s 4ms/step - loss: 0.2781
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.7809
12/12 [==============================] - 0s 4ms/step - loss: 0.2780
12/12 [==============================] - 0s 4ms/step - loss: 0.2780
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.7811
11/12 [==========================>...] - ETA: 0s - loss: 0.2837
12/12 [==============================] - 0s 5ms/step - loss: 0.2777
12/12 [==============================] - 0s 5ms/step - loss: 0.2777
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 4ms/step - loss: 0.2776
12/12 [==============================] - 0s 4ms/step - loss: 0.2776
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 4ms/step - loss: 0.2774
12/12 [==============================] - 0s 4ms/step - loss: 0.2774
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 4ms/step - loss: 0.2772
12/12 [==============================] - 0s 4ms/step - loss: 0.2772
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2772
12/12 [==============================] - 0s 4ms/step - loss: 0.2772
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.7811
10/12 [========================>.....] - ETA: 0s - loss: 0.2856
12/12 [==============================] - 0s 6ms/step - loss: 0.2769
12/12 [==============================] - 0s 7ms/step - loss: 0.2769
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 4ms/step - loss: 0.2769
12/12 [==============================] - 0s 5ms/step - loss: 0.2769
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2766
12/12 [==============================] - 0s 4ms/step - loss: 0.2766
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2765
12/12 [==============================] - 0s 4ms/step - loss: 0.2765
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2763
12/12 [==============================] - 0s 3ms/step - loss: 0.2763
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2762
12/12 [==============================] - 0s 4ms/step - loss: 0.2762
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2761
12/12 [==============================] - 0s 4ms/step - loss: 0.2761
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2759
12/12 [==============================] - 0s 3ms/step - loss: 0.2759
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2758
12/12 [==============================] - 0s 4ms/step - loss: 0.2758
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 4ms/step - loss: 0.2757
12/12 [==============================] - 0s 4ms/step - loss: 0.2757
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.7812
12/12 [==============================] - 0s 3ms/step - loss: 0.2754
12/12 [==============================] - 0s 3ms/step - loss: 0.2754
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2754
12/12 [==============================] - 0s 3ms/step - loss: 0.2754
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2752
12/12 [==============================] - 0s 5ms/step - loss: 0.2752
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.7812
12/12 [==============================] - 0s 3ms/step - loss: 0.2750
12/12 [==============================] - 0s 4ms/step - loss: 0.2750
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2750
12/12 [==============================] - 0s 4ms/step - loss: 0.2750
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2748
12/12 [==============================] - 0s 3ms/step - loss: 0.2748
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.7812
12/12 [==============================] - 0s 3ms/step - loss: 0.2746
12/12 [==============================] - 0s 3ms/step - loss: 0.2746
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 4ms/step - loss: 0.2746
12/12 [==============================] - 0s 4ms/step - loss: 0.2746
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.7812
12/12 [==============================] - 0s 4ms/step - loss: 0.2744
12/12 [==============================] - 0s 4ms/step - loss: 0.2744
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2742
12/12 [==============================] - 0s 4ms/step - loss: 0.2742
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2742
12/12 [==============================] - 0s 4ms/step - loss: 0.2742
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2739
12/12 [==============================] - 0s 4ms/step - loss: 0.2739
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 4ms/step - loss: 0.2738
12/12 [==============================] - 0s 4ms/step - loss: 0.2738
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2737
12/12 [==============================] - 0s 3ms/step - loss: 0.2737
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2735
12/12 [==============================] - 0s 4ms/step - loss: 0.2735
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2734
12/12 [==============================] - 0s 3ms/step - loss: 0.2734
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2732
12/12 [==============================] - 0s 3ms/step - loss: 0.2732
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2731
12/12 [==============================] - 0s 4ms/step - loss: 0.2731
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2730
12/12 [==============================] - 0s 4ms/step - loss: 0.2730
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2729
12/12 [==============================] - 0s 4ms/step - loss: 0.2729
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2726
12/12 [==============================] - 0s 3ms/step - loss: 0.2726
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2725
12/12 [==============================] - 0s 3ms/step - loss: 0.2725
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 4ms/step - loss: 0.2723
12/12 [==============================] - 0s 5ms/step - loss: 0.2723
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2722
12/12 [==============================] - 0s 4ms/step - loss: 0.2722
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2721
12/12 [==============================] - 0s 4ms/step - loss: 0.2721
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2719
12/12 [==============================] - 0s 3ms/step - loss: 0.2719
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.7812
12/12 [==============================] - 0s 3ms/step - loss: 0.2717
12/12 [==============================] - 0s 4ms/step - loss: 0.2717
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2717
12/12 [==============================] - 0s 3ms/step - loss: 0.2717
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2714
12/12 [==============================] - 0s 3ms/step - loss: 0.2714
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 3ms/step - loss: 0.2713
12/12 [==============================] - 0s 3ms/step - loss: 0.2713
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.7810
12/12 [==============================] - 0s 3ms/step - loss: 0.2712
12/12 [==============================] - 0s 4ms/step - loss: 0.2712
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.2050
12/12 [==============================] - 0s 2ms/step - loss: 0.8137
12/12 [==============================] - 0s 2ms/step - loss: 0.8137
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.1997
12/12 [==============================] - 0s 2ms/step - loss: 0.8100
12/12 [==============================] - 0s 2ms/step - loss: 0.8100
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.2014
12/12 [==============================] - 0s 2ms/step - loss: 0.8072
12/12 [==============================] - 0s 2ms/step - loss: 0.8072
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.2034
12/12 [==============================] - 0s 2ms/step - loss: 0.8046
12/12 [==============================] - 0s 2ms/step - loss: 0.8046
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.2056
12/12 [==============================] - 0s 2ms/step - loss: 0.8014
12/12 [==============================] - 0s 2ms/step - loss: 0.8014
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.2083
12/12 [==============================] - 0s 2ms/step - loss: 0.7971
12/12 [==============================] - 0s 2ms/step - loss: 0.7971
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.2116
12/12 [==============================] - 0s 2ms/step - loss: 0.7915
12/12 [==============================] - 0s 2ms/step - loss: 0.7915
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.2153
12/12 [==============================] - 0s 2ms/step - loss: 0.7847
12/12 [==============================] - 0s 3ms/step - loss: 0.7847
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.2185
12/12 [==============================] - 0s 2ms/step - loss: 0.7770
12/12 [==============================] - 0s 3ms/step - loss: 0.7770
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.2199
12/12 [==============================] - 0s 2ms/step - loss: 0.7690
12/12 [==============================] - 0s 3ms/step - loss: 0.7690
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.2184
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.2147
12/12 [==============================] - 0s 2ms/step - loss: 0.7522
12/12 [==============================] - 0s 2ms/step - loss: 0.7522
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.2106
12/12 [==============================] - 0s 2ms/step - loss: 0.7408
12/12 [==============================] - 0s 3ms/step - loss: 0.7408
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.2074
12/12 [==============================] - 0s 4ms/step - loss: 0.7266
12/12 [==============================] - 0s 4ms/step - loss: 0.7266
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.2037
12/12 [==============================] - 0s 3ms/step - loss: 0.7105
12/12 [==============================] - 0s 3ms/step - loss: 0.7105
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.1984
12/12 [==============================] - 0s 3ms/step - loss: 0.6930
12/12 [==============================] - 0s 3ms/step - loss: 0.6930
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.1892
12/12 [==============================] - 0s 3ms/step - loss: 0.6755
12/12 [==============================] - 0s 3ms/step - loss: 0.6755
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.1747
12/12 [==============================] - 0s 2ms/step - loss: 0.6586
12/12 [==============================] - 0s 3ms/step - loss: 0.6586
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.1543
12/12 [==============================] - 0s 3ms/step - loss: 0.6422
12/12 [==============================] - 0s 3ms/step - loss: 0.6422
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.1334
12/12 [==============================] - 0s 2ms/step - loss: 0.6248
12/12 [==============================] - 0s 3ms/step - loss: 0.6248
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.1186
12/12 [==============================] - 0s 2ms/step - loss: 0.6078
12/12 [==============================] - 0s 2ms/step - loss: 0.6078
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.5937
12/12 [==============================] - 0s 3ms/step - loss: 0.5937
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.1047
12/12 [==============================] - 0s 2ms/step - loss: 0.5828
12/12 [==============================] - 0s 2ms/step - loss: 0.5828
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.1030
12/12 [==============================] - 0s 2ms/step - loss: 0.5744
12/12 [==============================] - 0s 2ms/step - loss: 0.5744
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.1035
12/12 [==============================] - 0s 2ms/step - loss: 0.5677
12/12 [==============================] - 0s 2ms/step - loss: 0.5677
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.1053
12/12 [==============================] - 0s 2ms/step - loss: 0.5624
12/12 [==============================] - 0s 2ms/step - loss: 0.5624
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.1077
12/12 [==============================] - 0s 2ms/step - loss: 0.5578
12/12 [==============================] - 0s 2ms/step - loss: 0.5578
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.5537
12/12 [==============================] - 0s 2ms/step - loss: 0.5537
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.5499
12/12 [==============================] - 0s 2ms/step - loss: 0.5499
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.1152
12/12 [==============================] - 0s 2ms/step - loss: 0.5464
12/12 [==============================] - 0s 2ms/step - loss: 0.5464
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.1174
12/12 [==============================] - 0s 2ms/step - loss: 0.5433
12/12 [==============================] - 0s 2ms/step - loss: 0.5433
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.1197
12/12 [==============================] - 0s 2ms/step - loss: 0.5408
12/12 [==============================] - 0s 2ms/step - loss: 0.5408
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.1217
12/12 [==============================] - 0s 2ms/step - loss: 0.5383
12/12 [==============================] - 0s 2ms/step - loss: 0.5383
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.1235
12/12 [==============================] - 0s 2ms/step - loss: 0.5359
12/12 [==============================] - 0s 2ms/step - loss: 0.5359
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.1252
12/12 [==============================] - 0s 2ms/step - loss: 0.5339
12/12 [==============================] - 0s 2ms/step - loss: 0.5339
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.1267
12/12 [==============================] - 0s 2ms/step - loss: 0.5320
12/12 [==============================] - 0s 2ms/step - loss: 0.5320
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.1281
12/12 [==============================] - 0s 2ms/step - loss: 0.5302
12/12 [==============================] - 0s 2ms/step - loss: 0.5302
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.1294
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.1302
12/12 [==============================] - 0s 2ms/step - loss: 0.5272
12/12 [==============================] - 0s 2ms/step - loss: 0.5272
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.1314
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.1313
12/12 [==============================] - 0s 4ms/step - loss: 0.5248
12/12 [==============================] - 0s 4ms/step - loss: 0.5248
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.1337
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.1292
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.1411
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.1255
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.1439
12/12 [==============================] - 0s 2ms/step - loss: 0.5273
12/12 [==============================] - 0s 2ms/step - loss: 0.5273
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.1340
12/12 [==============================] - 0s 2ms/step - loss: 0.5182
12/12 [==============================] - 0s 2ms/step - loss: 0.5182
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.1312
12/12 [==============================] - 0s 2ms/step - loss: 0.5185
12/12 [==============================] - 0s 2ms/step - loss: 0.5185
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.1363
12/12 [==============================] - 0s 2ms/step - loss: 0.5165
12/12 [==============================] - 0s 2ms/step - loss: 0.5165
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.1215
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.1463
12/12 [==============================] - 0s 2ms/step - loss: 0.5275
12/12 [==============================] - 0s 3ms/step - loss: 0.5275
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.5131
12/12 [==============================] - 0s 2ms/step - loss: 0.5131
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.1182
12/12 [==============================] - 0s 2ms/step - loss: 0.5201
12/12 [==============================] - 0s 3ms/step - loss: 0.5201
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.1461
12/12 [==============================] - 0s 2ms/step - loss: 0.5263
12/12 [==============================] - 0s 3ms/step - loss: 0.5263
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.1363
12/12 [==============================] - 0s 2ms/step - loss: 0.5110
12/12 [==============================] - 0s 2ms/step - loss: 0.5110
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.1106
12/12 [==============================] - 0s 3ms/step - loss: 0.5174
12/12 [==============================] - 0s 3ms/step - loss: 0.5174
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.1379
12/12 [==============================] - 0s 2ms/step - loss: 0.5181
12/12 [==============================] - 0s 3ms/step - loss: 0.5181
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.1247
12/12 [==============================] - 0s 2ms/step - loss: 0.5124
12/12 [==============================] - 0s 2ms/step - loss: 0.5124
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.1259
12/12 [==============================] - 0s 2ms/step - loss: 0.5111
12/12 [==============================] - 0s 2ms/step - loss: 0.5111
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.1154
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.1378
12/12 [==============================] - 0s 2ms/step - loss: 0.5185
12/12 [==============================] - 0s 2ms/step - loss: 0.5185
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.1235
12/12 [==============================] - 0s 2ms/step - loss: 0.5093
12/12 [==============================] - 0s 2ms/step - loss: 0.5093
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.1123
12/12 [==============================] - 0s 2ms/step - loss: 0.5122
12/12 [==============================] - 0s 2ms/step - loss: 0.5122
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.1348
12/12 [==============================] - 0s 2ms/step - loss: 0.5166
12/12 [==============================] - 0s 2ms/step - loss: 0.5166
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.5085
12/12 [==============================] - 0s 2ms/step - loss: 0.5085
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.1131
12/12 [==============================] - 0s 2ms/step - loss: 0.5086
12/12 [==============================] - 0s 2ms/step - loss: 0.5086
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.1186
12/12 [==============================] - 0s 2ms/step - loss: 0.5074
12/12 [==============================] - 0s 2ms/step - loss: 0.5074
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.0980
12/12 [==============================] - 0s 2ms/step - loss: 0.5126
12/12 [==============================] - 0s 2ms/step - loss: 0.5126
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.1353
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.1208
12/12 [==============================] - 0s 2ms/step - loss: 0.5043
12/12 [==============================] - 0s 2ms/step - loss: 0.5043
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.0726
12/12 [==============================] - 0s 2ms/step - loss: 0.5082
12/12 [==============================] - 0s 2ms/step - loss: 0.5082
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.1069
12/12 [==============================] - 0s 2ms/step - loss: 0.5067
12/12 [==============================] - 0s 3ms/step - loss: 0.5067
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.0926
12/12 [==============================] - 0s 2ms/step - loss: 0.5078
12/12 [==============================] - 0s 2ms/step - loss: 0.5078
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.1166
12/12 [==============================] - 0s 2ms/step - loss: 0.5118
12/12 [==============================] - 0s 2ms/step - loss: 0.5118
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.0954
12/12 [==============================] - 0s 2ms/step - loss: 0.5051
12/12 [==============================] - 0s 2ms/step - loss: 0.5051
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.0977
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.0816
12/12 [==============================] - 0s 2ms/step - loss: 0.5068
12/12 [==============================] - 0s 2ms/step - loss: 0.5068
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.1153
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.0940
12/12 [==============================] - 0s 2ms/step - loss: 0.5022
12/12 [==============================] - 0s 2ms/step - loss: 0.5022
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.0751
12/12 [==============================] - 0s 2ms/step - loss: 0.5051
12/12 [==============================] - 0s 2ms/step - loss: 0.5051
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.1121
12/12 [==============================] - 0s 2ms/step - loss: 0.5139
12/12 [==============================] - 0s 2ms/step - loss: 0.5139
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.0925
12/12 [==============================] - 0s 2ms/step - loss: 0.5003
12/12 [==============================] - 0s 2ms/step - loss: 0.5003
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.0574
12/12 [==============================] - 0s 2ms/step - loss: 0.5064
12/12 [==============================] - 0s 2ms/step - loss: 0.5064
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.1112
12/12 [==============================] - 0s 2ms/step - loss: 0.5191
12/12 [==============================] - 0s 2ms/step - loss: 0.5191
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.0926
12/12 [==============================] - 0s 2ms/step - loss: 0.4985
12/12 [==============================] - 0s 2ms/step - loss: 0.4985
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.0368
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
12/12 [==============================] - 0s 2ms/step - loss: 0.5040
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.0837
12/12 [==============================] - 0s 2ms/step - loss: 0.5025
12/12 [==============================] - 0s 2ms/step - loss: 0.5025
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.0678
12/12 [==============================] - 0s 2ms/step - loss: 0.4985
12/12 [==============================] - 0s 2ms/step - loss: 0.4985
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.0694
12/12 [==============================] - 0s 2ms/step - loss: 0.4978
12/12 [==============================] - 0s 2ms/step - loss: 0.4978
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.0580
12/12 [==============================] - 0s 2ms/step - loss: 0.4981
12/12 [==============================] - 0s 2ms/step - loss: 0.4981
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.0790
12/12 [==============================] - 0s 2ms/step - loss: 0.5008
12/12 [==============================] - 0s 2ms/step - loss: 0.5008
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.0556
12/12 [==============================] - 0s 2ms/step - loss: 0.4971
12/12 [==============================] - 0s 2ms/step - loss: 0.4971
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.0720
12/12 [==============================] - 0s 2ms/step - loss: 0.4986
12/12 [==============================] - 0s 2ms/step - loss: 0.4986
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.0503
12/12 [==============================] - 0s 2ms/step - loss: 0.4958
12/12 [==============================] - 0s 2ms/step - loss: 0.4958
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.0678
12/12 [==============================] - 0s 2ms/step - loss: 0.4974
12/12 [==============================] - 0s 2ms/step - loss: 0.4974
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.0450
12/12 [==============================] - 0s 2ms/step - loss: 0.4947
12/12 [==============================] - 0s 2ms/step - loss: 0.4947
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.0648
12/12 [==============================] - 0s 2ms/step - loss: 0.4968
12/12 [==============================] - 0s 2ms/step - loss: 0.4968
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.0406
12/12 [==============================] - 0s 2ms/step - loss: 0.4934
12/12 [==============================] - 0s 2ms/step - loss: 0.4934
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.0598
12/12 [==============================] - 0s 2ms/step - loss: 0.4953
12/12 [==============================] - 0s 2ms/step - loss: 0.4953
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 1.0556
12/12 [==============================] - 0s 2ms/step - loss: 0.4942
12/12 [==============================] - 0s 2ms/step - loss: 0.4942
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 1.0306
12/12 [==============================] - 0s 2ms/step - loss: 0.4908
12/12 [==============================] - 0s 2ms/step - loss: 0.4908
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 1.0509
12/12 [==============================] - 0s 2ms/step - loss: 0.4929
12/12 [==============================] - 0s 2ms/step - loss: 0.4929
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 1.0259
12/12 [==============================] - 0s 2ms/step - loss: 0.4892
12/12 [==============================] - 0s 2ms/step - loss: 0.4892
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 1.0443
12/12 [==============================] - 0s 2ms/step - loss: 0.4908
12/12 [==============================] - 0s 2ms/step - loss: 0.4908
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 1.0202
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 1.0399
12/12 [==============================] - 0s 2ms/step - loss: 0.4895
12/12 [==============================] - 0s 2ms/step - loss: 0.4895
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 1.0154
12/12 [==============================] - 0s 2ms/step - loss: 0.4862
12/12 [==============================] - 0s 3ms/step - loss: 0.4862
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 1.0327
12/12 [==============================] - 0s 2ms/step - loss: 0.4874
12/12 [==============================] - 0s 2ms/step - loss: 0.4874
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 1.0088
12/12 [==============================] - 0s 2ms/step - loss: 0.4848
12/12 [==============================] - 0s 2ms/step - loss: 0.4848
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 1.0301
12/12 [==============================] - 0s 2ms/step - loss: 0.4867
12/12 [==============================] - 0s 2ms/step - loss: 0.4867
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 1.0037
12/12 [==============================] - 0s 2ms/step - loss: 0.4834
12/12 [==============================] - 0s 2ms/step - loss: 0.4834
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 1.0247
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.9986
12/12 [==============================] - 0s 2ms/step - loss: 0.4819
12/12 [==============================] - 0s 2ms/step - loss: 0.4819
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 1.0163
12/12 [==============================] - 0s 2ms/step - loss: 0.4831
12/12 [==============================] - 0s 2ms/step - loss: 0.4831
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.9933
12/12 [==============================] - 0s 2ms/step - loss: 0.4803
12/12 [==============================] - 0s 2ms/step - loss: 0.4803
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 1.0052
12/12 [==============================] - 0s 2ms/step - loss: 0.4806
12/12 [==============================] - 0s 2ms/step - loss: 0.4806
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.9856
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 1.0024
12/12 [==============================] - 0s 2ms/step - loss: 0.4801
12/12 [==============================] - 0s 2ms/step - loss: 0.4801
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.9809
12/12 [==============================] - 0s 2ms/step - loss: 0.4777
12/12 [==============================] - 0s 3ms/step - loss: 0.4777
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.9900
12/12 [==============================] - 0s 2ms/step - loss: 0.4777
12/12 [==============================] - 0s 2ms/step - loss: 0.4777
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.9722
12/12 [==============================] - 0s 2ms/step - loss: 0.4766
12/12 [==============================] - 0s 3ms/step - loss: 0.4766
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.9916
12/12 [==============================] - 0s 2ms/step - loss: 0.4780
12/12 [==============================] - 0s 2ms/step - loss: 0.4780
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.9686
12/12 [==============================] - 0s 2ms/step - loss: 0.4753
12/12 [==============================] - 0s 2ms/step - loss: 0.4753
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.9750
12/12 [==============================] - 0s 2ms/step - loss: 0.4752
12/12 [==============================] - 0s 2ms/step - loss: 0.4752
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.9593
12/12 [==============================] - 0s 2ms/step - loss: 0.4742
12/12 [==============================] - 0s 2ms/step - loss: 0.4742
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 2ms/step - loss: 0.4755
12/12 [==============================] - 0s 2ms/step - loss: 0.4755
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.9559
12/12 [==============================] - 0s 2ms/step - loss: 0.4731
12/12 [==============================] - 0s 2ms/step - loss: 0.4731
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.9592
12/12 [==============================] - 0s 2ms/step - loss: 0.4726
12/12 [==============================] - 0s 2ms/step - loss: 0.4726
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.9467
12/12 [==============================] - 0s 2ms/step - loss: 0.4719
12/12 [==============================] - 0s 2ms/step - loss: 0.4719
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.9601
12/12 [==============================] - 0s 2ms/step - loss: 0.4725
12/12 [==============================] - 0s 2ms/step - loss: 0.4725
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.9400
12/12 [==============================] - 0s 2ms/step - loss: 0.4709
12/12 [==============================] - 0s 2ms/step - loss: 0.4709
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.9520
12/12 [==============================] - 0s 2ms/step - loss: 0.4713
12/12 [==============================] - 0s 2ms/step - loss: 0.4713
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.9323
12/12 [==============================] - 0s 2ms/step - loss: 0.4697
12/12 [==============================] - 0s 2ms/step - loss: 0.4697
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.9436
12/12 [==============================] - 0s 2ms/step - loss: 0.4700
12/12 [==============================] - 0s 2ms/step - loss: 0.4700
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.9251
12/12 [==============================] - 0s 2ms/step - loss: 0.4685
12/12 [==============================] - 0s 2ms/step - loss: 0.4685
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.9336
12/12 [==============================] - 0s 2ms/step - loss: 0.4686
12/12 [==============================] - 0s 2ms/step - loss: 0.4686
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.9168
12/12 [==============================] - 0s 2ms/step - loss: 0.4675
12/12 [==============================] - 0s 2ms/step - loss: 0.4675
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.9297
12/12 [==============================] - 0s 2ms/step - loss: 0.4680
12/12 [==============================] - 0s 2ms/step - loss: 0.4680
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.9102
12/12 [==============================] - 0s 2ms/step - loss: 0.4665
12/12 [==============================] - 0s 2ms/step - loss: 0.4665
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.9180
12/12 [==============================] - 0s 2ms/step - loss: 0.4664
12/12 [==============================] - 0s 2ms/step - loss: 0.4664
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.9013
12/12 [==============================] - 0s 2ms/step - loss: 0.4656
12/12 [==============================] - 0s 2ms/step - loss: 0.4656
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.9175
12/12 [==============================] - 0s 2ms/step - loss: 0.4663
12/12 [==============================] - 0s 2ms/step - loss: 0.4663
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.8954
12/12 [==============================] - 0s 2ms/step - loss: 0.4645
12/12 [==============================] - 0s 2ms/step - loss: 0.4645
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.9010
12/12 [==============================] - 0s 2ms/step - loss: 0.4642
12/12 [==============================] - 0s 2ms/step - loss: 0.4642
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.8858
12/12 [==============================] - 0s 2ms/step - loss: 0.4635
12/12 [==============================] - 0s 2ms/step - loss: 0.4635
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.9032
12/12 [==============================] - 0s 2ms/step - loss: 0.4642
12/12 [==============================] - 0s 2ms/step - loss: 0.4642
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.8797
12/12 [==============================] - 0s 2ms/step - loss: 0.4625
12/12 [==============================] - 0s 2ms/step - loss: 0.4625
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.8892
12/12 [==============================] - 0s 2ms/step - loss: 0.4624
12/12 [==============================] - 0s 2ms/step - loss: 0.4624
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.8697
12/12 [==============================] - 0s 2ms/step - loss: 0.4617
12/12 [==============================] - 0s 2ms/step - loss: 0.4617
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.8921
12/12 [==============================] - 0s 2ms/step - loss: 0.4628
12/12 [==============================] - 0s 2ms/step - loss: 0.4628
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.8655
12/12 [==============================] - 0s 2ms/step - loss: 0.4604
12/12 [==============================] - 0s 2ms/step - loss: 0.4604
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.8645
12/12 [==============================] - 0s 2ms/step - loss: 0.4597
12/12 [==============================] - 0s 2ms/step - loss: 0.4597
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.8576
12/12 [==============================] - 0s 2ms/step - loss: 0.4594
12/12 [==============================] - 0s 2ms/step - loss: 0.4594
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.8658
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.8436
12/12 [==============================] - 0s 2ms/step - loss: 0.4603
12/12 [==============================] - 0s 2ms/step - loss: 0.4603
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.9184
12/12 [==============================] - 0s 2ms/step - loss: 0.4693
12/12 [==============================] - 0s 2ms/step - loss: 0.4693
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.8670
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.8132
12/12 [==============================] - 0s 2ms/step - loss: 0.4730
12/12 [==============================] - 0s 2ms/step - loss: 0.4730
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.9614
12/12 [==============================] - 0s 2ms/step - loss: 0.4912
12/12 [==============================] - 0s 2ms/step - loss: 0.4912
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.8310
12/12 [==============================] - 0s 2ms/step - loss: 0.4725
12/12 [==============================] - 0s 2ms/step - loss: 0.4725
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.8427
12/12 [==============================] - 0s 2ms/step - loss: 0.4569
12/12 [==============================] - 0s 2ms/step - loss: 0.4569
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.8429
12/12 [==============================] - 0s 2ms/step - loss: 0.4566
12/12 [==============================] - 0s 2ms/step - loss: 0.4566
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.8115
12/12 [==============================] - 0s 2ms/step - loss: 0.4547
12/12 [==============================] - 0s 2ms/step - loss: 0.4547
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.8268
12/12 [==============================] - 0s 2ms/step - loss: 0.4544
12/12 [==============================] - 0s 2ms/step - loss: 0.4544
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.8069
12/12 [==============================] - 0s 2ms/step - loss: 0.4544
12/12 [==============================] - 0s 2ms/step - loss: 0.4544
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.8394
12/12 [==============================] - 0s 2ms/step - loss: 0.4554
12/12 [==============================] - 0s 2ms/step - loss: 0.4554
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.8073
12/12 [==============================] - 0s 2ms/step - loss: 0.4527
12/12 [==============================] - 0s 2ms/step - loss: 0.4527
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.7967
12/12 [==============================] - 0s 2ms/step - loss: 0.4528
12/12 [==============================] - 0s 2ms/step - loss: 0.4528
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.8265
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.7874
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.8528
12/12 [==============================] - 0s 2ms/step - loss: 0.4575
12/12 [==============================] - 0s 2ms/step - loss: 0.4575
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.8049
12/12 [==============================] - 0s 2ms/step - loss: 0.4511
12/12 [==============================] - 0s 2ms/step - loss: 0.4511
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.7544
12/12 [==============================] - 0s 2ms/step - loss: 0.4625
12/12 [==============================] - 0s 2ms/step - loss: 0.4625
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.9412
12/12 [==============================] - 0s 2ms/step - loss: 0.5005
12/12 [==============================] - 0s 2ms/step - loss: 0.5005
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.8103
12/12 [==============================] - 0s 2ms/step - loss: 0.4481
12/12 [==============================] - 0s 2ms/step - loss: 0.4481
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.7508
12/12 [==============================] - 0s 2ms/step - loss: 0.5018
12/12 [==============================] - 0s 2ms/step - loss: 0.5018
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.8217
12/12 [==============================] - 0s 2ms/step - loss: 0.4536
12/12 [==============================] - 0s 2ms/step - loss: 0.4536
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.8404
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.7408
12/12 [==============================] - 0s 2ms/step - loss: 0.4611
12/12 [==============================] - 0s 2ms/step - loss: 0.4611
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.9043
12/12 [==============================] - 0s 2ms/step - loss: 0.4714
12/12 [==============================] - 0s 2ms/step - loss: 0.4714
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.8494
12/12 [==============================] - 0s 2ms/step - loss: 0.4574
12/12 [==============================] - 0s 2ms/step - loss: 0.4574
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.7289
12/12 [==============================] - 0s 2ms/step - loss: 0.4456
12/12 [==============================] - 0s 2ms/step - loss: 0.4456
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.7222
12/12 [==============================] - 0s 2ms/step - loss: 0.4455
12/12 [==============================] - 0s 2ms/step - loss: 0.4455
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.7576
12/12 [==============================] - 0s 2ms/step - loss: 0.4460
12/12 [==============================] - 0s 2ms/step - loss: 0.4460
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.7297
12/12 [==============================] - 0s 2ms/step - loss: 0.4460
12/12 [==============================] - 0s 2ms/step - loss: 0.4460
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.7661
12/12 [==============================] - 0s 2ms/step - loss: 0.4460
12/12 [==============================] - 0s 2ms/step - loss: 0.4460
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.7212
12/12 [==============================] - 0s 2ms/step - loss: 0.4473
12/12 [==============================] - 0s 2ms/step - loss: 0.4473
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.7977
12/12 [==============================] - 0s 2ms/step - loss: 0.4500
12/12 [==============================] - 0s 2ms/step - loss: 0.4500
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.7612
12/12 [==============================] - 0s 2ms/step - loss: 0.4466
12/12 [==============================] - 0s 2ms/step - loss: 0.4466
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.6996
12/12 [==============================] - 0s 2ms/step - loss: 0.4426
12/12 [==============================] - 0s 3ms/step - loss: 0.4426
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.7227
12/12 [==============================] - 0s 2ms/step - loss: 0.4415
12/12 [==============================] - 0s 2ms/step - loss: 0.4415
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.6934
12/12 [==============================] - 0s 2ms/step - loss: 0.4459
12/12 [==============================] - 0s 2ms/step - loss: 0.4459
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.8210
12/12 [==============================] - 0s 2ms/step - loss: 0.4543
12/12 [==============================] - 0s 2ms/step - loss: 0.4543
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.7487
12/12 [==============================] - 0s 2ms/step - loss: 0.4443
12/12 [==============================] - 0s 2ms/step - loss: 0.4443
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.6693
12/12 [==============================] - 0s 2ms/step - loss: 0.4547
12/12 [==============================] - 0s 2ms/step - loss: 0.4547
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.8500
12/12 [==============================] - 0s 3ms/step - loss: 0.4631
12/12 [==============================] - 0s 3ms/step - loss: 0.4631
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.8009
12/12 [==============================] - 0s 2ms/step - loss: 0.4524
12/12 [==============================] - 0s 2ms/step - loss: 0.4524
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.6714
12/12 [==============================] - 0s 2ms/step - loss: 0.4388
12/12 [==============================] - 0s 3ms/step - loss: 0.4388
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.6581
12/12 [==============================] - 0s 2ms/step - loss: 0.4402
12/12 [==============================] - 0s 2ms/step - loss: 0.4402
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.7268
12/12 [==============================] - 0s 2ms/step - loss: 0.4426
12/12 [==============================] - 0s 2ms/step - loss: 0.4426
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.7074
12/12 [==============================] - 0s 2ms/step - loss: 0.4402
12/12 [==============================] - 0s 2ms/step - loss: 0.4402
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.6557
12/12 [==============================] - 0s 2ms/step - loss: 0.4381
12/12 [==============================] - 0s 2ms/step - loss: 0.4381
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.6989
12/12 [==============================] - 0s 2ms/step - loss: 0.4384
12/12 [==============================] - 0s 2ms/step - loss: 0.4384
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.6564
12/12 [==============================] - 0s 2ms/step - loss: 0.4367
12/12 [==============================] - 0s 2ms/step - loss: 0.4367
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.6875
12/12 [==============================] - 0s 3ms/step - loss: 0.4353
12/12 [==============================] - 0s 3ms/step - loss: 0.4353
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.6452
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.8119
12/12 [==============================] - 0s 2ms/step - loss: 0.4526
12/12 [==============================] - 0s 2ms/step - loss: 0.4526
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.7242
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.6283
12/12 [==============================] - 0s 2ms/step - loss: 0.4394
12/12 [==============================] - 0s 2ms/step - loss: 0.4394
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.7099
12/12 [==============================] - 0s 2ms/step - loss: 0.4413
12/12 [==============================] - 0s 2ms/step - loss: 0.4413
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.6686
12/12 [==============================] - 0s 3ms/step - loss: 0.4372
12/12 [==============================] - 0s 3ms/step - loss: 0.4372
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.6234
12/12 [==============================] - 0s 2ms/step - loss: 0.4316
12/12 [==============================] - 0s 2ms/step - loss: 0.4316
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.6280
12/12 [==============================] - 0s 2ms/step - loss: 0.4300
12/12 [==============================] - 0s 2ms/step - loss: 0.4300
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.6332
12/12 [==============================] - 0s 2ms/step - loss: 0.4305
12/12 [==============================] - 0s 2ms/step - loss: 0.4305
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.6513
12/12 [==============================] - 0s 2ms/step - loss: 0.4301
12/12 [==============================] - 0s 2ms/step - loss: 0.4301
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.6272
12/12 [==============================] - 0s 2ms/step - loss: 0.4314
12/12 [==============================] - 0s 3ms/step - loss: 0.4314
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.6598
12/12 [==============================] - 0s 2ms/step - loss: 0.4302
12/12 [==============================] - 0s 3ms/step - loss: 0.4302
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.6128
12/12 [==============================] - 0s 3ms/step - loss: 0.4368
12/12 [==============================] - 0s 3ms/step - loss: 0.4368
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.7612
12/12 [==============================] - 0s 3ms/step - loss: 0.4442
12/12 [==============================] - 0s 3ms/step - loss: 0.4442
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.6626
12/12 [==============================] - 0s 2ms/step - loss: 0.4346
12/12 [==============================] - 0s 3ms/step - loss: 0.4346
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.5934
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
12/12 [==============================] - 0s 3ms/step - loss: 0.4419
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.7228
12/12 [==============================] - 0s 2ms/step - loss: 0.4449
12/12 [==============================] - 0s 2ms/step - loss: 0.4449
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.6590
12/12 [==============================] - 0s 2ms/step - loss: 0.4372
12/12 [==============================] - 0s 2ms/step - loss: 0.4372
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.5939
12/12 [==============================] - 0s 2ms/step - loss: 0.4300
12/12 [==============================] - 0s 2ms/step - loss: 0.4300
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.5905
12/12 [==============================] - 0s 2ms/step - loss: 0.4268
12/12 [==============================] - 0s 2ms/step - loss: 0.4268
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.5889
12/12 [==============================] - 0s 2ms/step - loss: 0.4270
12/12 [==============================] - 0s 2ms/step - loss: 0.4270
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.6114
12/12 [==============================] - 0s 2ms/step - loss: 0.4260
12/12 [==============================] - 0s 2ms/step - loss: 0.4260
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.5966
12/12 [==============================] - 0s 2ms/step - loss: 0.4278
12/12 [==============================] - 0s 2ms/step - loss: 0.4278
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.6435
12/12 [==============================] - 0s 2ms/step - loss: 0.4278
12/12 [==============================] - 0s 2ms/step - loss: 0.4278
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.5847
12/12 [==============================] - 0s 2ms/step - loss: 0.4302
12/12 [==============================] - 0s 2ms/step - loss: 0.4302
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.6547
12/12 [==============================] - 0s 2ms/step - loss: 0.4317
12/12 [==============================] - 0s 3ms/step - loss: 0.4317
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.5770
12/12 [==============================] - 0s 2ms/step - loss: 0.4285
12/12 [==============================] - 0s 3ms/step - loss: 0.4285
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.6124
12/12 [==============================] - 0s 2ms/step - loss: 0.4272
12/12 [==============================] - 0s 2ms/step - loss: 0.4272
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.5742
12/12 [==============================] - 0s 2ms/step - loss: 0.4269
12/12 [==============================] - 0s 2ms/step - loss: 0.4269
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.6164
12/12 [==============================] - 0s 2ms/step - loss: 0.4265
12/12 [==============================] - 0s 2ms/step - loss: 0.4265
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.5694
12/12 [==============================] - 0s 2ms/step - loss: 0.4291
12/12 [==============================] - 0s 2ms/step - loss: 0.4291
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.6401
12/12 [==============================] - 0s 2ms/step - loss: 0.4297
12/12 [==============================] - 0s 2ms/step - loss: 0.4297
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.5646
12/12 [==============================] - 0s 2ms/step - loss: 0.4264
12/12 [==============================] - 0s 2ms/step - loss: 0.4264
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.6015
12/12 [==============================] - 0s 2ms/step - loss: 0.4260
12/12 [==============================] - 0s 2ms/step - loss: 0.4260
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.5629
12/12 [==============================] - 0s 2ms/step - loss: 0.4232
12/12 [==============================] - 0s 2ms/step - loss: 0.4232
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.5904
12/12 [==============================] - 0s 2ms/step - loss: 0.4237
12/12 [==============================] - 0s 2ms/step - loss: 0.4237
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.5638
12/12 [==============================] - 0s 2ms/step - loss: 0.4227
12/12 [==============================] - 0s 2ms/step - loss: 0.4227
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.6038
12/12 [==============================] - 0s 2ms/step - loss: 0.4235
12/12 [==============================] - 0s 2ms/step - loss: 0.4235
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.5588
12/12 [==============================] - 0s 2ms/step - loss: 0.4214
12/12 [==============================] - 0s 2ms/step - loss: 0.4214
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.5858
12/12 [==============================] - 0s 2ms/step - loss: 0.4219
12/12 [==============================] - 0s 2ms/step - loss: 0.4219
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.5566
12/12 [==============================] - 0s 2ms/step - loss: 0.4203
12/12 [==============================] - 0s 2ms/step - loss: 0.4203
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.5764
12/12 [==============================] - 0s 2ms/step - loss: 0.4205
12/12 [==============================] - 0s 2ms/step - loss: 0.4205
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.5598
12/12 [==============================] - 0s 2ms/step - loss: 0.4193
12/12 [==============================] - 0s 2ms/step - loss: 0.4193
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.5638
12/12 [==============================] - 0s 2ms/step - loss: 0.4190
12/12 [==============================] - 0s 2ms/step - loss: 0.4190
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.6559
12/12 [==============================] - 0s 2ms/step - loss: 0.9375
12/12 [==============================] - 0s 2ms/step - loss: 0.9375
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.6470
12/12 [==============================] - 0s 2ms/step - loss: 0.9194
12/12 [==============================] - 0s 2ms/step - loss: 0.9194
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.6379
12/12 [==============================] - 0s 2ms/step - loss: 0.9004
12/12 [==============================] - 0s 2ms/step - loss: 0.9004
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.6255
12/12 [==============================] - 0s 2ms/step - loss: 0.8756
12/12 [==============================] - 0s 2ms/step - loss: 0.8756
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.6094
12/12 [==============================] - 0s 2ms/step - loss: 0.8467
12/12 [==============================] - 0s 2ms/step - loss: 0.8467
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.5909
12/12 [==============================] - 0s 2ms/step - loss: 0.8182
12/12 [==============================] - 0s 2ms/step - loss: 0.8182
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.5710
12/12 [==============================] - 0s 2ms/step - loss: 0.7919
12/12 [==============================] - 0s 2ms/step - loss: 0.7919
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.5497
12/12 [==============================] - 0s 2ms/step - loss: 0.7679
12/12 [==============================] - 0s 2ms/step - loss: 0.7679
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.5270
12/12 [==============================] - 0s 2ms/step - loss: 0.7462
12/12 [==============================] - 0s 2ms/step - loss: 0.7462
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.5030
12/12 [==============================] - 0s 2ms/step - loss: 0.7273
12/12 [==============================] - 0s 2ms/step - loss: 0.7273
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.4782
12/12 [==============================] - 0s 2ms/step - loss: 0.7109
12/12 [==============================] - 0s 2ms/step - loss: 0.7109
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.4537
12/12 [==============================] - 0s 2ms/step - loss: 0.6967
12/12 [==============================] - 0s 2ms/step - loss: 0.6967
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.4304
12/12 [==============================] - 0s 2ms/step - loss: 0.6845
12/12 [==============================] - 0s 2ms/step - loss: 0.6845
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.4086
12/12 [==============================] - 0s 2ms/step - loss: 0.6740
12/12 [==============================] - 0s 2ms/step - loss: 0.6740
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.3885
12/12 [==============================] - 0s 2ms/step - loss: 0.6650
12/12 [==============================] - 0s 2ms/step - loss: 0.6650
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.3702
12/12 [==============================] - 0s 2ms/step - loss: 0.6576
12/12 [==============================] - 0s 2ms/step - loss: 0.6576
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.3535
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
12/12 [==============================] - 0s 2ms/step - loss: 0.6514
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.3382
12/12 [==============================] - 0s 2ms/step - loss: 0.6461
12/12 [==============================] - 0s 2ms/step - loss: 0.6461
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.3241
12/12 [==============================] - 0s 2ms/step - loss: 0.6416
12/12 [==============================] - 0s 2ms/step - loss: 0.6416
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.3111
12/12 [==============================] - 0s 2ms/step - loss: 0.6380
12/12 [==============================] - 0s 2ms/step - loss: 0.6380
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.2992
12/12 [==============================] - 0s 2ms/step - loss: 0.6349
12/12 [==============================] - 0s 2ms/step - loss: 0.6349
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.2882
12/12 [==============================] - 0s 2ms/step - loss: 0.6322
12/12 [==============================] - 0s 2ms/step - loss: 0.6322
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.2779
12/12 [==============================] - 0s 2ms/step - loss: 0.6299
12/12 [==============================] - 0s 2ms/step - loss: 0.6299
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.2684
12/12 [==============================] - 0s 2ms/step - loss: 0.6279
12/12 [==============================] - 0s 2ms/step - loss: 0.6279
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.2595
12/12 [==============================] - 0s 2ms/step - loss: 0.6262
12/12 [==============================] - 0s 2ms/step - loss: 0.6262
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.2511
12/12 [==============================] - 0s 2ms/step - loss: 0.6246
12/12 [==============================] - 0s 2ms/step - loss: 0.6246
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.2432
12/12 [==============================] - 0s 2ms/step - loss: 0.6232
12/12 [==============================] - 0s 2ms/step - loss: 0.6232
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.2357
12/12 [==============================] - 0s 2ms/step - loss: 0.6219
12/12 [==============================] - 0s 2ms/step - loss: 0.6219
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.2287
12/12 [==============================] - 0s 2ms/step - loss: 0.6208
12/12 [==============================] - 0s 2ms/step - loss: 0.6208
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.2222
12/12 [==============================] - 0s 2ms/step - loss: 0.6198
12/12 [==============================] - 0s 2ms/step - loss: 0.6198
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.2163
12/12 [==============================] - 0s 2ms/step - loss: 0.6189
12/12 [==============================] - 0s 2ms/step - loss: 0.6189
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.2107
12/12 [==============================] - 0s 2ms/step - loss: 0.6180
12/12 [==============================] - 0s 2ms/step - loss: 0.6180
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.2055
12/12 [==============================] - 0s 2ms/step - loss: 0.6172
12/12 [==============================] - 0s 2ms/step - loss: 0.6172
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.2006
12/12 [==============================] - 0s 2ms/step - loss: 0.6165
12/12 [==============================] - 0s 2ms/step - loss: 0.6165
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.1960
12/12 [==============================] - 0s 2ms/step - loss: 0.6159
12/12 [==============================] - 0s 2ms/step - loss: 0.6159
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.1917
12/12 [==============================] - 0s 2ms/step - loss: 0.6153
12/12 [==============================] - 0s 2ms/step - loss: 0.6153
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.1881
12/12 [==============================] - 0s 2ms/step - loss: 0.6148
12/12 [==============================] - 0s 2ms/step - loss: 0.6148
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.1849
12/12 [==============================] - 0s 2ms/step - loss: 0.6144
12/12 [==============================] - 0s 2ms/step - loss: 0.6144
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.1821
12/12 [==============================] - 0s 2ms/step - loss: 0.6140
12/12 [==============================] - 0s 2ms/step - loss: 0.6140
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.1793
12/12 [==============================] - 0s 2ms/step - loss: 0.6137
12/12 [==============================] - 0s 2ms/step - loss: 0.6137
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.1767
12/12 [==============================] - 0s 2ms/step - loss: 0.6133
12/12 [==============================] - 0s 2ms/step - loss: 0.6133
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.1743
12/12 [==============================] - 0s 2ms/step - loss: 0.6130
12/12 [==============================] - 0s 2ms/step - loss: 0.6130
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.1721
12/12 [==============================] - 0s 2ms/step - loss: 0.6128
12/12 [==============================] - 0s 2ms/step - loss: 0.6128
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.1700
12/12 [==============================] - 0s 2ms/step - loss: 0.6125
12/12 [==============================] - 0s 2ms/step - loss: 0.6125
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.1681
12/12 [==============================] - 0s 2ms/step - loss: 0.6123
12/12 [==============================] - 0s 2ms/step - loss: 0.6123
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.1663
12/12 [==============================] - 0s 2ms/step - loss: 0.6120
12/12 [==============================] - 0s 2ms/step - loss: 0.6120
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.1645
12/12 [==============================] - 0s 2ms/step - loss: 0.6118
12/12 [==============================] - 0s 2ms/step - loss: 0.6118
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.1628
12/12 [==============================] - 0s 2ms/step - loss: 0.6116
12/12 [==============================] - 0s 2ms/step - loss: 0.6116
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.1611
12/12 [==============================] - 0s 2ms/step - loss: 0.6114
12/12 [==============================] - 0s 2ms/step - loss: 0.6114
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1595
12/12 [==============================] - 0s 2ms/step - loss: 0.6112
12/12 [==============================] - 0s 2ms/step - loss: 0.6112
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1580
12/12 [==============================] - 0s 2ms/step - loss: 0.6110
12/12 [==============================] - 0s 2ms/step - loss: 0.6110
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1564
12/12 [==============================] - 0s 2ms/step - loss: 0.6108
12/12 [==============================] - 0s 2ms/step - loss: 0.6108
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1548
12/12 [==============================] - 0s 2ms/step - loss: 0.6106
12/12 [==============================] - 0s 2ms/step - loss: 0.6106
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1532
12/12 [==============================] - 0s 2ms/step - loss: 0.6104
12/12 [==============================] - 0s 2ms/step - loss: 0.6104
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1517
12/12 [==============================] - 0s 2ms/step - loss: 0.6102
12/12 [==============================] - 0s 2ms/step - loss: 0.6102
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1502
12/12 [==============================] - 0s 2ms/step - loss: 0.6101
12/12 [==============================] - 0s 2ms/step - loss: 0.6101
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1488
12/12 [==============================] - 0s 2ms/step - loss: 0.6099
12/12 [==============================] - 0s 2ms/step - loss: 0.6099
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1477
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.6096
12/12 [==============================] - 0s 2ms/step - loss: 0.6096
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1455
12/12 [==============================] - 0s 2ms/step - loss: 0.6095
12/12 [==============================] - 0s 2ms/step - loss: 0.6095
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1445
12/12 [==============================] - 0s 2ms/step - loss: 0.6093
12/12 [==============================] - 0s 2ms/step - loss: 0.6093
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1434
12/12 [==============================] - 0s 2ms/step - loss: 0.6092
12/12 [==============================] - 0s 2ms/step - loss: 0.6092
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1424
12/12 [==============================] - 0s 2ms/step - loss: 0.6091
12/12 [==============================] - 0s 2ms/step - loss: 0.6091
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1415
12/12 [==============================] - 0s 2ms/step - loss: 0.6090
12/12 [==============================] - 0s 2ms/step - loss: 0.6090
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1407
12/12 [==============================] - 0s 3ms/step - loss: 0.6089
12/12 [==============================] - 0s 3ms/step - loss: 0.6089
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1399
12/12 [==============================] - 0s 2ms/step - loss: 0.6087
12/12 [==============================] - 0s 2ms/step - loss: 0.6087
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1391
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1385
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1378
12/12 [==============================] - 0s 2ms/step - loss: 0.6085
12/12 [==============================] - 0s 2ms/step - loss: 0.6085
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 2ms/step - loss: 0.6084
12/12 [==============================] - 0s 2ms/step - loss: 0.6084
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.6083
12/12 [==============================] - 0s 2ms/step - loss: 0.6083
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1360
12/12 [==============================] - 0s 2ms/step - loss: 0.6082
12/12 [==============================] - 0s 2ms/step - loss: 0.6082
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1355
12/12 [==============================] - 0s 2ms/step - loss: 0.6081
12/12 [==============================] - 0s 2ms/step - loss: 0.6081
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1350
12/12 [==============================] - 0s 2ms/step - loss: 0.6081
12/12 [==============================] - 0s 2ms/step - loss: 0.6081
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1345
12/12 [==============================] - 0s 2ms/step - loss: 0.6080
12/12 [==============================] - 0s 2ms/step - loss: 0.6080
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1340
12/12 [==============================] - 0s 2ms/step - loss: 0.6079
12/12 [==============================] - 0s 2ms/step - loss: 0.6079
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1336
12/12 [==============================] - 0s 3ms/step - loss: 0.6079
12/12 [==============================] - 0s 3ms/step - loss: 0.6079
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1332
12/12 [==============================] - 0s 2ms/step - loss: 0.6078
12/12 [==============================] - 0s 2ms/step - loss: 0.6078
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1327
12/12 [==============================] - 0s 2ms/step - loss: 0.6077
12/12 [==============================] - 0s 2ms/step - loss: 0.6077
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1323
12/12 [==============================] - 0s 2ms/step - loss: 0.6077
12/12 [==============================] - 0s 2ms/step - loss: 0.6077
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1318
12/12 [==============================] - 0s 2ms/step - loss: 0.6076
12/12 [==============================] - 0s 2ms/step - loss: 0.6076
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1314
12/12 [==============================] - 0s 2ms/step - loss: 0.6076
12/12 [==============================] - 0s 2ms/step - loss: 0.6076
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1309
12/12 [==============================] - 0s 2ms/step - loss: 0.6075
12/12 [==============================] - 0s 2ms/step - loss: 0.6075
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1305
12/12 [==============================] - 0s 2ms/step - loss: 0.6075
12/12 [==============================] - 0s 2ms/step - loss: 0.6075
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1300
12/12 [==============================] - 0s 2ms/step - loss: 0.6074
12/12 [==============================] - 0s 2ms/step - loss: 0.6074
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1296
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1292
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1288
12/12 [==============================] - 0s 2ms/step - loss: 0.6072
12/12 [==============================] - 0s 2ms/step - loss: 0.6072
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1284
12/12 [==============================] - 0s 3ms/step - loss: 0.6072
12/12 [==============================] - 0s 3ms/step - loss: 0.6072
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1280
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1276
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
12/12 [==============================] - 0s 2ms/step - loss: 0.6071
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1272
12/12 [==============================] - 0s 2ms/step - loss: 0.6070
12/12 [==============================] - 0s 2ms/step - loss: 0.6070
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1269
12/12 [==============================] - 0s 2ms/step - loss: 0.6070
12/12 [==============================] - 0s 2ms/step - loss: 0.6070
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1265
12/12 [==============================] - 0s 2ms/step - loss: 0.6069
12/12 [==============================] - 0s 2ms/step - loss: 0.6069
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1262
12/12 [==============================] - 0s 2ms/step - loss: 0.6069
12/12 [==============================] - 0s 2ms/step - loss: 0.6069
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1259
12/12 [==============================] - 0s 2ms/step - loss: 0.6068
12/12 [==============================] - 0s 2ms/step - loss: 0.6068
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1256
12/12 [==============================] - 0s 2ms/step - loss: 0.6068
12/12 [==============================] - 0s 2ms/step - loss: 0.6068
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1253
12/12 [==============================] - 0s 2ms/step - loss: 0.6067
12/12 [==============================] - 0s 2ms/step - loss: 0.6067
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1249
12/12 [==============================] - 0s 2ms/step - loss: 0.6067
12/12 [==============================] - 0s 2ms/step - loss: 0.6067
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1247
12/12 [==============================] - 0s 2ms/step - loss: 0.6066
12/12 [==============================] - 0s 2ms/step - loss: 0.6066
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1244
12/12 [==============================] - 0s 3ms/step - loss: 0.6066
12/12 [==============================] - 0s 3ms/step - loss: 0.6066
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1241
12/12 [==============================] - 0s 2ms/step - loss: 0.6066
12/12 [==============================] - 0s 2ms/step - loss: 0.6066
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1238
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1236
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1233
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1231
12/12 [==============================] - 0s 2ms/step - loss: 0.6064
12/12 [==============================] - 0s 2ms/step - loss: 0.6064
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1229
12/12 [==============================] - 0s 2ms/step - loss: 0.6064
12/12 [==============================] - 0s 2ms/step - loss: 0.6064
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1226
12/12 [==============================] - 0s 2ms/step - loss: 0.6063
12/12 [==============================] - 0s 2ms/step - loss: 0.6063
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1224
12/12 [==============================] - 0s 2ms/step - loss: 0.6063
12/12 [==============================] - 0s 2ms/step - loss: 0.6063
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1222
12/12 [==============================] - 0s 2ms/step - loss: 0.6063
12/12 [==============================] - 0s 2ms/step - loss: 0.6063
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1219
12/12 [==============================] - 0s 2ms/step - loss: 0.6062
12/12 [==============================] - 0s 2ms/step - loss: 0.6062
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1217
12/12 [==============================] - 0s 2ms/step - loss: 0.6062
12/12 [==============================] - 0s 2ms/step - loss: 0.6062
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1215
12/12 [==============================] - 0s 2ms/step - loss: 0.6062
12/12 [==============================] - 0s 2ms/step - loss: 0.6062
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1212
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1210
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1207
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1205
12/12 [==============================] - 0s 2ms/step - loss: 0.6060
12/12 [==============================] - 0s 2ms/step - loss: 0.6060
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1202
12/12 [==============================] - 0s 2ms/step - loss: 0.6060
12/12 [==============================] - 0s 2ms/step - loss: 0.6060
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1200
12/12 [==============================] - 0s 2ms/step - loss: 0.6060
12/12 [==============================] - 0s 2ms/step - loss: 0.6060
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1198
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1195
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1193
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1190
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1188
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1185
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
12/12 [==============================] - 0s 2ms/step - loss: 0.6058
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1181
12/12 [==============================] - 0s 2ms/step - loss: 0.6057
12/12 [==============================] - 0s 2ms/step - loss: 0.6057
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1178
12/12 [==============================] - 0s 2ms/step - loss: 0.6057
12/12 [==============================] - 0s 2ms/step - loss: 0.6057
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1176
12/12 [==============================] - 0s 2ms/step - loss: 0.6057
12/12 [==============================] - 0s 2ms/step - loss: 0.6057
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1174
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1171
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1169
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1167
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1165
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1163
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1161
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1160
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1159
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1157
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1156
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1155
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1154
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
12/12 [==============================] - 0s 2ms/step - loss: 0.6054
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1152
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1151
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1149
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1148
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
12/12 [==============================] - 0s 2ms/step - loss: 0.6053
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1147
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1145
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1144
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1143
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
12/12 [==============================] - 0s 2ms/step - loss: 0.6052
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1142
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1140
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1139
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1137
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1136
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1135
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
12/12 [==============================] - 0s 2ms/step - loss: 0.6051
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1134
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1132
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1131
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1130
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1129
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1126
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1125
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1124
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1122
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1121
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
12/12 [==============================] - 0s 2ms/step - loss: 0.6049
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1120
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
12/12 [==============================] - 0s 3ms/step - loss: 0.6048
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1119
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1118
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
12/12 [==============================] - 0s 2ms/step - loss: 0.6048
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1115
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
12/12 [==============================] - 0s 4ms/step - loss: 0.6047
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1114
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1113
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1111
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1110
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1109
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
12/12 [==============================] - 0s 2ms/step - loss: 0.6047
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1108
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1108
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1106
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1105
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1104
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1103
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
12/12 [==============================] - 0s 2ms/step - loss: 0.6046
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1101
12/12 [==============================] - 0s 2ms/step - loss: 0.6045
12/12 [==============================] - 0s 2ms/step - loss: 0.6045
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1100
12/12 [==============================] - 0s 2ms/step - loss: 0.6045
12/12 [==============================] - 0s 2ms/step - loss: 0.6045
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 3ms/step - loss: 0.6045
12/12 [==============================] - 0s 3ms/step - loss: 0.6045
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 4ms/step - loss: 0.6045
12/12 [==============================] - 0s 4ms/step - loss: 0.6045
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.6045
12/12 [==============================] - 0s 3ms/step - loss: 0.6045
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 3ms/step - loss: 0.6045
12/12 [==============================] - 0s 3ms/step - loss: 0.6045
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 3ms/step - loss: 0.6044
12/12 [==============================] - 0s 3ms/step - loss: 0.6044
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 3ms/step - loss: 0.6044
12/12 [==============================] - 0s 3ms/step - loss: 0.6044
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 3ms/step - loss: 0.6044
12/12 [==============================] - 0s 3ms/step - loss: 0.6044
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1089
11/12 [==========================>...] - ETA: 0s - loss: 0.4052
12/12 [==============================] - 0s 5ms/step - loss: 0.6043
12/12 [==============================] - 0s 6ms/step - loss: 0.6043
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 3ms/step - loss: 0.6043
12/12 [==============================] - 0s 3ms/step - loss: 0.6043
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 4ms/step - loss: 0.6043
12/12 [==============================] - 0s 4ms/step - loss: 0.6043
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 4ms/step - loss: 0.6043
12/12 [==============================] - 0s 5ms/step - loss: 0.6043
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1085
10/12 [========================>.....] - ETA: 0s - loss: 0.2549
12/12 [==============================] - 0s 5ms/step - loss: 0.6043
12/12 [==============================] - 0s 5ms/step - loss: 0.6043
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 3ms/step - loss: 0.6043
12/12 [==============================] - 0s 3ms/step - loss: 0.6043
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1083
12/12 [==============================] - 0s 3ms/step - loss: 0.6043
12/12 [==============================] - 0s 3ms/step - loss: 0.6043
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1082
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1081
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1080
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1080
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1079
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1078
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1077
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
12/12 [==============================] - 0s 3ms/step - loss: 0.6042
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1076
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1076
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
12/12 [==============================] - 0s 2ms/step - loss: 0.6042
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1075
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1074
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1073
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1072
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1071
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1071
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1070
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1069
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
12/12 [==============================] - 0s 2ms/step - loss: 0.6041
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1068
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1067
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1067
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1066
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 3ms/step - loss: 0.6040
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1065
12/12 [==============================] - 0s 4ms/step - loss: 0.6040
12/12 [==============================] - 0s 4ms/step - loss: 0.6040
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1064
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1064
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1063
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1062
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
12/12 [==============================] - 0s 2ms/step - loss: 0.6040
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1061
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1060
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1060
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1059
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1058
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1057
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1056
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1055
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1055
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1054
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1053
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1052
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
12/12 [==============================] - 0s 2ms/step - loss: 0.6038
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1052
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1051
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1050
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1049
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
12/12 [==============================] - 0s 3ms/step - loss: 0.6038
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1048
12/12 [==============================] - 0s 3ms/step - loss: 0.6037
12/12 [==============================] - 0s 3ms/step - loss: 0.6037
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1048
12/12 [==============================] - 0s 2ms/step - loss: 0.6037
12/12 [==============================] - 0s 3ms/step - loss: 0.6037
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1047
12/12 [==============================] - 0s 2ms/step - loss: 0.6037
12/12 [==============================] - 0s 2ms/step - loss: 0.6037
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1046
12/12 [==============================] - 0s 3ms/step - loss: 0.6037
12/12 [==============================] - 0s 3ms/step - loss: 0.6037
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.9151
12/12 [==============================] - 0s 2ms/step - loss: 0.6338
12/12 [==============================] - 0s 2ms/step - loss: 0.6338
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.9175
12/12 [==============================] - 0s 2ms/step - loss: 0.6269
12/12 [==============================] - 0s 2ms/step - loss: 0.6269
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.9227
12/12 [==============================] - 0s 2ms/step - loss: 0.6181
12/12 [==============================] - 0s 2ms/step - loss: 0.6181
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.9296
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
12/12 [==============================] - 0s 2ms/step - loss: 0.6056
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.9392
12/12 [==============================] - 0s 2ms/step - loss: 0.5889
12/12 [==============================] - 0s 3ms/step - loss: 0.5889
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.9516
12/12 [==============================] - 0s 2ms/step - loss: 0.5694
12/12 [==============================] - 0s 2ms/step - loss: 0.5694
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.9657
12/12 [==============================] - 0s 2ms/step - loss: 0.5506
12/12 [==============================] - 0s 2ms/step - loss: 0.5506
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.9782
12/12 [==============================] - 0s 2ms/step - loss: 0.5363
12/12 [==============================] - 0s 2ms/step - loss: 0.5363
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.9875
12/12 [==============================] - 0s 2ms/step - loss: 0.5273
12/12 [==============================] - 0s 2ms/step - loss: 0.5273
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.9935
12/12 [==============================] - 0s 3ms/step - loss: 0.5225
12/12 [==============================] - 0s 3ms/step - loss: 0.5225
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.9959
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
12/12 [==============================] - 0s 3ms/step - loss: 0.5206
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.9960
12/12 [==============================] - 0s 3ms/step - loss: 0.5196
12/12 [==============================] - 0s 3ms/step - loss: 0.5196
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.9954
12/12 [==============================] - 0s 3ms/step - loss: 0.5187
12/12 [==============================] - 0s 3ms/step - loss: 0.5187
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.9957
12/12 [==============================] - 0s 3ms/step - loss: 0.5177
12/12 [==============================] - 0s 3ms/step - loss: 0.5177
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.9960
12/12 [==============================] - 0s 2ms/step - loss: 0.5171
12/12 [==============================] - 0s 3ms/step - loss: 0.5171
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.9959
12/12 [==============================] - 0s 2ms/step - loss: 0.5166
12/12 [==============================] - 0s 3ms/step - loss: 0.5166
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.9960
12/12 [==============================] - 0s 2ms/step - loss: 0.5161
12/12 [==============================] - 0s 3ms/step - loss: 0.5161
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.9964
12/12 [==============================] - 0s 2ms/step - loss: 0.5156
12/12 [==============================] - 0s 3ms/step - loss: 0.5156
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.9967
12/12 [==============================] - 0s 3ms/step - loss: 0.5154
12/12 [==============================] - 0s 3ms/step - loss: 0.5154
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.9968
12/12 [==============================] - 0s 3ms/step - loss: 0.5154
12/12 [==============================] - 0s 3ms/step - loss: 0.5154
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.9969
12/12 [==============================] - 0s 3ms/step - loss: 0.5155
12/12 [==============================] - 0s 3ms/step - loss: 0.5155
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.9973
12/12 [==============================] - 0s 3ms/step - loss: 0.5156
12/12 [==============================] - 0s 3ms/step - loss: 0.5156
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.9973
12/12 [==============================] - 0s 3ms/step - loss: 0.5161
12/12 [==============================] - 0s 3ms/step - loss: 0.5161
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.9973
12/12 [==============================] - 0s 3ms/step - loss: 0.5164
12/12 [==============================] - 0s 4ms/step - loss: 0.5164
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.9973
12/12 [==============================] - 0s 3ms/step - loss: 0.5170
12/12 [==============================] - 0s 3ms/step - loss: 0.5170
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.9972
12/12 [==============================] - 0s 3ms/step - loss: 0.5177
12/12 [==============================] - 0s 3ms/step - loss: 0.5177
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.9969
12/12 [==============================] - 0s 2ms/step - loss: 0.5185
12/12 [==============================] - 0s 3ms/step - loss: 0.5185
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.9964
12/12 [==============================] - 0s 2ms/step - loss: 0.5195
12/12 [==============================] - 0s 3ms/step - loss: 0.5195
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.9957
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
12/12 [==============================] - 0s 3ms/step - loss: 0.5203
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.9951
12/12 [==============================] - 0s 2ms/step - loss: 0.5208
12/12 [==============================] - 0s 2ms/step - loss: 0.5208
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.9947
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.9944
12/12 [==============================] - 0s 2ms/step - loss: 0.5212
12/12 [==============================] - 0s 2ms/step - loss: 0.5212
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.9938
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.9931
12/12 [==============================] - 0s 2ms/step - loss: 0.5226
12/12 [==============================] - 0s 2ms/step - loss: 0.5226
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.9927
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.9924
12/12 [==============================] - 0s 2ms/step - loss: 0.5235
12/12 [==============================] - 0s 2ms/step - loss: 0.5235
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.9919
12/12 [==============================] - 0s 2ms/step - loss: 0.5238
12/12 [==============================] - 0s 2ms/step - loss: 0.5238
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.9915
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.9909
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.9904
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.9900
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.9895
12/12 [==============================] - 0s 2ms/step - loss: 0.5263
12/12 [==============================] - 0s 2ms/step - loss: 0.5263
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.9891
12/12 [==============================] - 0s 2ms/step - loss: 0.5267
12/12 [==============================] - 0s 2ms/step - loss: 0.5267
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.9887
12/12 [==============================] - 0s 2ms/step - loss: 0.5270
12/12 [==============================] - 0s 2ms/step - loss: 0.5270
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.9884
12/12 [==============================] - 0s 2ms/step - loss: 0.5273
12/12 [==============================] - 0s 2ms/step - loss: 0.5273
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.9880
12/12 [==============================] - 0s 2ms/step - loss: 0.5277
12/12 [==============================] - 0s 2ms/step - loss: 0.5277
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.9877
12/12 [==============================] - 0s 2ms/step - loss: 0.5281
12/12 [==============================] - 0s 2ms/step - loss: 0.5281
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.9873
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
12/12 [==============================] - 0s 3ms/step - loss: 0.5286
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.9870
12/12 [==============================] - 0s 2ms/step - loss: 0.5289
12/12 [==============================] - 0s 2ms/step - loss: 0.5289
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.9867
12/12 [==============================] - 0s 2ms/step - loss: 0.5293
12/12 [==============================] - 0s 2ms/step - loss: 0.5293
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.9865
12/12 [==============================] - 0s 2ms/step - loss: 0.5297
12/12 [==============================] - 0s 2ms/step - loss: 0.5297
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.9863
12/12 [==============================] - 0s 2ms/step - loss: 0.5303
12/12 [==============================] - 0s 2ms/step - loss: 0.5303
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.9862
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.9861
12/12 [==============================] - 0s 2ms/step - loss: 0.5311
12/12 [==============================] - 0s 2ms/step - loss: 0.5311
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.9861
12/12 [==============================] - 0s 2ms/step - loss: 0.5313
12/12 [==============================] - 0s 2ms/step - loss: 0.5313
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.9861
12/12 [==============================] - 0s 2ms/step - loss: 0.5317
12/12 [==============================] - 0s 2ms/step - loss: 0.5317
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.9858
12/12 [==============================] - 0s 2ms/step - loss: 0.5323
12/12 [==============================] - 0s 2ms/step - loss: 0.5323
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.9857
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.9856
12/12 [==============================] - 0s 2ms/step - loss: 0.5332
12/12 [==============================] - 0s 2ms/step - loss: 0.5332
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.9856
12/12 [==============================] - 0s 2ms/step - loss: 0.5335
12/12 [==============================] - 0s 2ms/step - loss: 0.5335
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.9859
12/12 [==============================] - 0s 2ms/step - loss: 0.5338
12/12 [==============================] - 0s 2ms/step - loss: 0.5338
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.9861
12/12 [==============================] - 0s 2ms/step - loss: 0.5341
12/12 [==============================] - 0s 2ms/step - loss: 0.5341
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.9862
12/12 [==============================] - 0s 2ms/step - loss: 0.5346
12/12 [==============================] - 0s 2ms/step - loss: 0.5346
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.9863
12/12 [==============================] - 0s 2ms/step - loss: 0.5350
12/12 [==============================] - 0s 2ms/step - loss: 0.5350
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.9866
12/12 [==============================] - 0s 2ms/step - loss: 0.5352
12/12 [==============================] - 0s 2ms/step - loss: 0.5352
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.9869
12/12 [==============================] - 0s 2ms/step - loss: 0.5355
12/12 [==============================] - 0s 2ms/step - loss: 0.5355
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.9871
12/12 [==============================] - 0s 3ms/step - loss: 0.5360
12/12 [==============================] - 0s 3ms/step - loss: 0.5360
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.9874
12/12 [==============================] - 0s 3ms/step - loss: 0.5361
12/12 [==============================] - 0s 3ms/step - loss: 0.5361
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.9877
12/12 [==============================] - 0s 3ms/step - loss: 0.5364
12/12 [==============================] - 0s 3ms/step - loss: 0.5364
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.9880
12/12 [==============================] - 0s 2ms/step - loss: 0.5366
12/12 [==============================] - 0s 3ms/step - loss: 0.5366
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.9884
12/12 [==============================] - 0s 2ms/step - loss: 0.5367
12/12 [==============================] - 0s 3ms/step - loss: 0.5367
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.9887
12/12 [==============================] - 0s 2ms/step - loss: 0.5366
12/12 [==============================] - 0s 2ms/step - loss: 0.5366
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.9889
12/12 [==============================] - 0s 2ms/step - loss: 0.5367
12/12 [==============================] - 0s 2ms/step - loss: 0.5367
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.9890
12/12 [==============================] - 0s 2ms/step - loss: 0.5365
12/12 [==============================] - 0s 2ms/step - loss: 0.5365
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.9895
12/12 [==============================] - 0s 2ms/step - loss: 0.5360
12/12 [==============================] - 0s 2ms/step - loss: 0.5360
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.9899
12/12 [==============================] - 0s 2ms/step - loss: 0.5354
12/12 [==============================] - 0s 2ms/step - loss: 0.5354
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.9900
12/12 [==============================] - 0s 2ms/step - loss: 0.5350
12/12 [==============================] - 0s 2ms/step - loss: 0.5350
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.9902
12/12 [==============================] - 0s 2ms/step - loss: 0.5342
12/12 [==============================] - 0s 2ms/step - loss: 0.5342
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.9903
12/12 [==============================] - 0s 2ms/step - loss: 0.5333
12/12 [==============================] - 0s 2ms/step - loss: 0.5333
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.9903
12/12 [==============================] - 0s 2ms/step - loss: 0.5324
12/12 [==============================] - 0s 2ms/step - loss: 0.5324
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.9902
12/12 [==============================] - 0s 3ms/step - loss: 0.5311
12/12 [==============================] - 0s 3ms/step - loss: 0.5311
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.9903
12/12 [==============================] - 0s 2ms/step - loss: 0.5297
12/12 [==============================] - 0s 2ms/step - loss: 0.5297
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.9903
12/12 [==============================] - 0s 2ms/step - loss: 0.5281
12/12 [==============================] - 0s 2ms/step - loss: 0.5281
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.9904
12/12 [==============================] - 0s 2ms/step - loss: 0.5263
12/12 [==============================] - 0s 2ms/step - loss: 0.5263
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.9904
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.9902
12/12 [==============================] - 0s 2ms/step - loss: 0.5228
12/12 [==============================] - 0s 2ms/step - loss: 0.5228
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.9900
12/12 [==============================] - 0s 2ms/step - loss: 0.5210
12/12 [==============================] - 0s 2ms/step - loss: 0.5210
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.9898
12/12 [==============================] - 0s 2ms/step - loss: 0.5191
12/12 [==============================] - 0s 2ms/step - loss: 0.5191
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.9895
12/12 [==============================] - 0s 2ms/step - loss: 0.5172
12/12 [==============================] - 0s 2ms/step - loss: 0.5172
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.9890
12/12 [==============================] - 0s 2ms/step - loss: 0.5154
12/12 [==============================] - 0s 2ms/step - loss: 0.5154
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.9886
12/12 [==============================] - 0s 2ms/step - loss: 0.5136
12/12 [==============================] - 0s 2ms/step - loss: 0.5136
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.9881
12/12 [==============================] - 0s 2ms/step - loss: 0.5118
12/12 [==============================] - 0s 2ms/step - loss: 0.5118
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.9876
12/12 [==============================] - 0s 2ms/step - loss: 0.5099
12/12 [==============================] - 0s 2ms/step - loss: 0.5099
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.9869
12/12 [==============================] - 0s 2ms/step - loss: 0.5084
12/12 [==============================] - 0s 2ms/step - loss: 0.5084
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.9863
12/12 [==============================] - 0s 2ms/step - loss: 0.5066
12/12 [==============================] - 0s 2ms/step - loss: 0.5066
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.9858
12/12 [==============================] - 0s 2ms/step - loss: 0.5050
12/12 [==============================] - 0s 2ms/step - loss: 0.5050
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.9850
12/12 [==============================] - 0s 2ms/step - loss: 0.5034
12/12 [==============================] - 0s 2ms/step - loss: 0.5034
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.9845
12/12 [==============================] - 0s 2ms/step - loss: 0.5016
12/12 [==============================] - 0s 2ms/step - loss: 0.5016
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.9842
12/12 [==============================] - 0s 2ms/step - loss: 0.4998
12/12 [==============================] - 0s 2ms/step - loss: 0.4998
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.9838
12/12 [==============================] - 0s 2ms/step - loss: 0.4981
12/12 [==============================] - 0s 2ms/step - loss: 0.4981
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 1.9832
12/12 [==============================] - 0s 2ms/step - loss: 0.4966
12/12 [==============================] - 0s 2ms/step - loss: 0.4966
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 1.9829
12/12 [==============================] - 0s 2ms/step - loss: 0.4946
12/12 [==============================] - 0s 2ms/step - loss: 0.4946
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 1.9832
12/12 [==============================] - 0s 2ms/step - loss: 0.4928
12/12 [==============================] - 0s 2ms/step - loss: 0.4928
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 1.9830
12/12 [==============================] - 0s 2ms/step - loss: 0.4912
12/12 [==============================] - 0s 2ms/step - loss: 0.4912
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 1.9829
12/12 [==============================] - 0s 2ms/step - loss: 0.4894
12/12 [==============================] - 0s 2ms/step - loss: 0.4894
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 1.9834
12/12 [==============================] - 0s 2ms/step - loss: 0.4871
12/12 [==============================] - 0s 2ms/step - loss: 0.4871
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 1.9842
12/12 [==============================] - 0s 2ms/step - loss: 0.4850
12/12 [==============================] - 0s 2ms/step - loss: 0.4850
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 1.9844
12/12 [==============================] - 0s 2ms/step - loss: 0.4837
12/12 [==============================] - 0s 3ms/step - loss: 0.4837
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 1.9846
12/12 [==============================] - 0s 2ms/step - loss: 0.4817
12/12 [==============================] - 0s 2ms/step - loss: 0.4817
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 1.9860
12/12 [==============================] - 0s 2ms/step - loss: 0.4795
12/12 [==============================] - 0s 2ms/step - loss: 0.4795
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 1.9871
12/12 [==============================] - 0s 2ms/step - loss: 0.4780
12/12 [==============================] - 0s 3ms/step - loss: 0.4780
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 1.9882
12/12 [==============================] - 0s 2ms/step - loss: 0.4760
12/12 [==============================] - 0s 2ms/step - loss: 0.4760
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 1.9903
12/12 [==============================] - 0s 2ms/step - loss: 0.4737
12/12 [==============================] - 0s 2ms/step - loss: 0.4737
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 1.9922
12/12 [==============================] - 0s 2ms/step - loss: 0.4720
12/12 [==============================] - 0s 2ms/step - loss: 0.4720
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 1.9938
12/12 [==============================] - 0s 2ms/step - loss: 0.4705
12/12 [==============================] - 0s 2ms/step - loss: 0.4705
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 1.9960
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 1.9985
12/12 [==============================] - 0s 2ms/step - loss: 0.4669
12/12 [==============================] - 0s 2ms/step - loss: 0.4669
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 2.0008
12/12 [==============================] - 0s 2ms/step - loss: 0.4651
12/12 [==============================] - 0s 2ms/step - loss: 0.4651
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 2.0030
12/12 [==============================] - 0s 2ms/step - loss: 0.4629
12/12 [==============================] - 0s 2ms/step - loss: 0.4629
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 2.0048
12/12 [==============================] - 0s 2ms/step - loss: 0.4609
12/12 [==============================] - 0s 3ms/step - loss: 0.4609
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 2.0054
12/12 [==============================] - 0s 2ms/step - loss: 0.4585
12/12 [==============================] - 0s 3ms/step - loss: 0.4585
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 2.0065
12/12 [==============================] - 0s 2ms/step - loss: 0.4554
12/12 [==============================] - 0s 3ms/step - loss: 0.4554
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 2.0071
12/12 [==============================] - 0s 2ms/step - loss: 0.4528
12/12 [==============================] - 0s 3ms/step - loss: 0.4528
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 2.0049
12/12 [==============================] - 0s 2ms/step - loss: 0.4504
12/12 [==============================] - 0s 2ms/step - loss: 0.4504
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 2.0036
12/12 [==============================] - 0s 2ms/step - loss: 0.4468
12/12 [==============================] - 0s 3ms/step - loss: 0.4468
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 2.0039
12/12 [==============================] - 0s 2ms/step - loss: 0.4436
12/12 [==============================] - 0s 2ms/step - loss: 0.4436
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 2.0037
12/12 [==============================] - 0s 2ms/step - loss: 0.4405
12/12 [==============================] - 0s 3ms/step - loss: 0.4405
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 2.0033
12/12 [==============================] - 0s 2ms/step - loss: 0.4378
12/12 [==============================] - 0s 3ms/step - loss: 0.4378
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 2.0009
12/12 [==============================] - 0s 3ms/step - loss: 0.4356
12/12 [==============================] - 0s 4ms/step - loss: 0.4356
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 1.9977
12/12 [==============================] - 0s 2ms/step - loss: 0.4338
12/12 [==============================] - 0s 3ms/step - loss: 0.4338
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 1.9950
12/12 [==============================] - 0s 2ms/step - loss: 0.4316
12/12 [==============================] - 0s 3ms/step - loss: 0.4316
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 1.9977
12/12 [==============================] - 0s 2ms/step - loss: 0.4298
12/12 [==============================] - 0s 3ms/step - loss: 0.4298
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 1.9970
12/12 [==============================] - 0s 2ms/step - loss: 0.4290
12/12 [==============================] - 0s 2ms/step - loss: 0.4290
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 1.9933
12/12 [==============================] - 0s 2ms/step - loss: 0.4282
12/12 [==============================] - 0s 3ms/step - loss: 0.4282
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 1.9957
12/12 [==============================] - 0s 2ms/step - loss: 0.4270
12/12 [==============================] - 0s 2ms/step - loss: 0.4270
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 1.9966
12/12 [==============================] - 0s 2ms/step - loss: 0.4263
12/12 [==============================] - 0s 3ms/step - loss: 0.4263
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 1.9923
12/12 [==============================] - 0s 2ms/step - loss: 0.4261
12/12 [==============================] - 0s 3ms/step - loss: 0.4261
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 1.9879
12/12 [==============================] - 0s 2ms/step - loss: 0.4258
12/12 [==============================] - 0s 2ms/step - loss: 0.4258
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 1.9852
12/12 [==============================] - 0s 2ms/step - loss: 0.4256
12/12 [==============================] - 0s 3ms/step - loss: 0.4256
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 1.9809
12/12 [==============================] - 0s 2ms/step - loss: 0.4255
12/12 [==============================] - 0s 3ms/step - loss: 0.4255
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 1.9783
12/12 [==============================] - 0s 2ms/step - loss: 0.4254
12/12 [==============================] - 0s 3ms/step - loss: 0.4254
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 1.9756
12/12 [==============================] - 0s 3ms/step - loss: 0.4254
12/12 [==============================] - 0s 3ms/step - loss: 0.4254
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 1.9722
12/12 [==============================] - 0s 3ms/step - loss: 0.4254
12/12 [==============================] - 0s 3ms/step - loss: 0.4254
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 1.9709
12/12 [==============================] - 0s 3ms/step - loss: 0.4252
12/12 [==============================] - 0s 3ms/step - loss: 0.4252
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 1.9701
12/12 [==============================] - 0s 3ms/step - loss: 0.4250
12/12 [==============================] - 0s 3ms/step - loss: 0.4250
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 1.9675
12/12 [==============================] - 0s 3ms/step - loss: 0.4249
12/12 [==============================] - 0s 3ms/step - loss: 0.4249
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 1.9648
12/12 [==============================] - 0s 3ms/step - loss: 0.4246
12/12 [==============================] - 0s 3ms/step - loss: 0.4246
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 1.9647
12/12 [==============================] - 0s 3ms/step - loss: 0.4241
12/12 [==============================] - 0s 3ms/step - loss: 0.4241
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 1.9643
12/12 [==============================] - 0s 3ms/step - loss: 0.4238
12/12 [==============================] - 0s 3ms/step - loss: 0.4238
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 1.9620
12/12 [==============================] - 0s 3ms/step - loss: 0.4234
12/12 [==============================] - 0s 3ms/step - loss: 0.4234
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 1.9606
12/12 [==============================] - 0s 3ms/step - loss: 0.4230
12/12 [==============================] - 0s 3ms/step - loss: 0.4230
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 1.9591
12/12 [==============================] - 0s 3ms/step - loss: 0.4226
12/12 [==============================] - 0s 3ms/step - loss: 0.4226
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 1.9552
12/12 [==============================] - 0s 3ms/step - loss: 0.4223
12/12 [==============================] - 0s 3ms/step - loss: 0.4223
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 1.9505
12/12 [==============================] - 0s 3ms/step - loss: 0.4220
12/12 [==============================] - 0s 3ms/step - loss: 0.4220
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 1.9482
12/12 [==============================] - 0s 3ms/step - loss: 0.4216
12/12 [==============================] - 0s 3ms/step - loss: 0.4216
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 1.9455
12/12 [==============================] - 0s 3ms/step - loss: 0.4212
12/12 [==============================] - 0s 3ms/step - loss: 0.4212
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 1.9409
12/12 [==============================] - 0s 3ms/step - loss: 0.4209
12/12 [==============================] - 0s 3ms/step - loss: 0.4209
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 1.9378
12/12 [==============================] - 0s 3ms/step - loss: 0.4206
12/12 [==============================] - 0s 3ms/step - loss: 0.4206
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 1.9337
12/12 [==============================] - 0s 3ms/step - loss: 0.4203
12/12 [==============================] - 0s 3ms/step - loss: 0.4203
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 1.9290
12/12 [==============================] - 0s 2ms/step - loss: 0.4199
12/12 [==============================] - 0s 3ms/step - loss: 0.4199
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 1.9270
12/12 [==============================] - 0s 3ms/step - loss: 0.4195
12/12 [==============================] - 0s 3ms/step - loss: 0.4195
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 1.9225
12/12 [==============================] - 0s 3ms/step - loss: 0.4192
12/12 [==============================] - 0s 3ms/step - loss: 0.4192
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 1.9200
12/12 [==============================] - 0s 3ms/step - loss: 0.4188
12/12 [==============================] - 0s 3ms/step - loss: 0.4188
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 1.9154
12/12 [==============================] - 0s 3ms/step - loss: 0.4185
12/12 [==============================] - 0s 4ms/step - loss: 0.4185
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 1.9126
12/12 [==============================] - 0s 3ms/step - loss: 0.4181
12/12 [==============================] - 0s 4ms/step - loss: 0.4181
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 1.9081
12/12 [==============================] - 0s 4ms/step - loss: 0.4178
12/12 [==============================] - 0s 4ms/step - loss: 0.4178
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 1.9045
12/12 [==============================] - 0s 3ms/step - loss: 0.4175
12/12 [==============================] - 0s 4ms/step - loss: 0.4175
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 1.8997
12/12 [==============================] - 0s 3ms/step - loss: 0.4173
12/12 [==============================] - 0s 3ms/step - loss: 0.4173
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 1.8960
12/12 [==============================] - 0s 3ms/step - loss: 0.4168
12/12 [==============================] - 0s 3ms/step - loss: 0.4168
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 1.8941
12/12 [==============================] - 0s 3ms/step - loss: 0.4166
12/12 [==============================] - 0s 3ms/step - loss: 0.4166
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 1.8877
12/12 [==============================] - 0s 3ms/step - loss: 0.4163
12/12 [==============================] - 0s 4ms/step - loss: 0.4163
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 1.8858
12/12 [==============================] - 0s 3ms/step - loss: 0.4158
12/12 [==============================] - 0s 3ms/step - loss: 0.4158
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 1.8834
12/12 [==============================] - 0s 3ms/step - loss: 0.4154
12/12 [==============================] - 0s 3ms/step - loss: 0.4154
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 1.8795
12/12 [==============================] - 0s 4ms/step - loss: 0.4151
12/12 [==============================] - 0s 4ms/step - loss: 0.4151
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 1.8754
12/12 [==============================] - 0s 3ms/step - loss: 0.4148
12/12 [==============================] - 0s 3ms/step - loss: 0.4148
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 1.8725
12/12 [==============================] - 0s 4ms/step - loss: 0.4143
12/12 [==============================] - 0s 4ms/step - loss: 0.4143
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 1.8717
12/12 [==============================] - 0s 3ms/step - loss: 0.4141
12/12 [==============================] - 0s 3ms/step - loss: 0.4141
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 1.8683
12/12 [==============================] - 0s 3ms/step - loss: 0.4137
12/12 [==============================] - 0s 3ms/step - loss: 0.4137
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 1.8660
12/12 [==============================] - 0s 3ms/step - loss: 0.4134
12/12 [==============================] - 0s 3ms/step - loss: 0.4134
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 1.8632
12/12 [==============================] - 0s 3ms/step - loss: 0.4131
12/12 [==============================] - 0s 3ms/step - loss: 0.4131
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 1.8611
12/12 [==============================] - 0s 3ms/step - loss: 0.4128
12/12 [==============================] - 0s 3ms/step - loss: 0.4128
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 1.8583
12/12 [==============================] - 0s 3ms/step - loss: 0.4124
12/12 [==============================] - 0s 3ms/step - loss: 0.4124
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 1.8569
12/12 [==============================] - 0s 3ms/step - loss: 0.4120
12/12 [==============================] - 0s 3ms/step - loss: 0.4120
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 1.8552
12/12 [==============================] - 0s 3ms/step - loss: 0.4118
12/12 [==============================] - 0s 3ms/step - loss: 0.4118
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 1.8524
12/12 [==============================] - 0s 3ms/step - loss: 0.4114
12/12 [==============================] - 0s 3ms/step - loss: 0.4114
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 1.8518
12/12 [==============================] - 0s 3ms/step - loss: 0.4111
12/12 [==============================] - 0s 3ms/step - loss: 0.4111
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 1.8504
12/12 [==============================] - 0s 3ms/step - loss: 0.4108
12/12 [==============================] - 0s 3ms/step - loss: 0.4108
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 1.8486
12/12 [==============================] - 0s 3ms/step - loss: 0.4104
12/12 [==============================] - 0s 3ms/step - loss: 0.4104
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 1.8477
12/12 [==============================] - 0s 3ms/step - loss: 0.4102
12/12 [==============================] - 0s 3ms/step - loss: 0.4102
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 1.8455
12/12 [==============================] - 0s 3ms/step - loss: 0.4098
12/12 [==============================] - 0s 3ms/step - loss: 0.4098
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 1.8440
12/12 [==============================] - 0s 3ms/step - loss: 0.4095
12/12 [==============================] - 0s 3ms/step - loss: 0.4095
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 1.8435
12/12 [==============================] - 0s 3ms/step - loss: 0.4092
12/12 [==============================] - 0s 3ms/step - loss: 0.4092
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 1.8423
12/12 [==============================] - 0s 3ms/step - loss: 0.4088
12/12 [==============================] - 0s 3ms/step - loss: 0.4088
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 1.8412
12/12 [==============================] - 0s 3ms/step - loss: 0.4085
12/12 [==============================] - 0s 3ms/step - loss: 0.4085
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 1.8404
12/12 [==============================] - 0s 3ms/step - loss: 0.4081
12/12 [==============================] - 0s 3ms/step - loss: 0.4081
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 1.8395
12/12 [==============================] - 0s 3ms/step - loss: 0.4078
12/12 [==============================] - 0s 3ms/step - loss: 0.4078
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 1.8385
12/12 [==============================] - 0s 3ms/step - loss: 0.4075
12/12 [==============================] - 0s 3ms/step - loss: 0.4075
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 1.8379
12/12 [==============================] - 0s 3ms/step - loss: 0.4071
12/12 [==============================] - 0s 3ms/step - loss: 0.4071
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 1.8368
12/12 [==============================] - 0s 3ms/step - loss: 0.4068
12/12 [==============================] - 0s 3ms/step - loss: 0.4068
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 1.8355
12/12 [==============================] - 0s 3ms/step - loss: 0.4065
12/12 [==============================] - 0s 3ms/step - loss: 0.4065
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 1.8352
12/12 [==============================] - 0s 3ms/step - loss: 0.4061
12/12 [==============================] - 0s 3ms/step - loss: 0.4061
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 1.8344
12/12 [==============================] - 0s 3ms/step - loss: 0.4058
12/12 [==============================] - 0s 3ms/step - loss: 0.4058
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 1.8330
12/12 [==============================] - 0s 3ms/step - loss: 0.4055
12/12 [==============================] - 0s 3ms/step - loss: 0.4055
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 1.8324
12/12 [==============================] - 0s 3ms/step - loss: 0.4051
12/12 [==============================] - 0s 3ms/step - loss: 0.4051
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 1.8318
12/12 [==============================] - 0s 3ms/step - loss: 0.4047
12/12 [==============================] - 0s 3ms/step - loss: 0.4047
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 1.8315
12/12 [==============================] - 0s 3ms/step - loss: 0.4044
12/12 [==============================] - 0s 3ms/step - loss: 0.4044
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 1.8309
12/12 [==============================] - 0s 3ms/step - loss: 0.4040
12/12 [==============================] - 0s 3ms/step - loss: 0.4040
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 1.8301
12/12 [==============================] - 0s 3ms/step - loss: 0.4036
12/12 [==============================] - 0s 3ms/step - loss: 0.4036
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 1.8300
12/12 [==============================] - 0s 3ms/step - loss: 0.4033
12/12 [==============================] - 0s 3ms/step - loss: 0.4033
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 1.8298
12/12 [==============================] - 0s 3ms/step - loss: 0.4029
12/12 [==============================] - 0s 3ms/step - loss: 0.4029
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 1.8297
12/12 [==============================] - 0s 3ms/step - loss: 0.4025
12/12 [==============================] - 0s 3ms/step - loss: 0.4025
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 1.8292
12/12 [==============================] - 0s 3ms/step - loss: 0.4021
12/12 [==============================] - 0s 3ms/step - loss: 0.4021
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 1.8287
12/12 [==============================] - 0s 3ms/step - loss: 0.4018
12/12 [==============================] - 0s 3ms/step - loss: 0.4018
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 1.8279
12/12 [==============================] - 0s 3ms/step - loss: 0.4015
12/12 [==============================] - 0s 3ms/step - loss: 0.4015
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 1.8273
12/12 [==============================] - 0s 3ms/step - loss: 0.4012
12/12 [==============================] - 0s 3ms/step - loss: 0.4012
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 1.8266
12/12 [==============================] - 0s 3ms/step - loss: 0.4009
12/12 [==============================] - 0s 3ms/step - loss: 0.4009
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 1.8252
12/12 [==============================] - 0s 3ms/step - loss: 0.4007
12/12 [==============================] - 0s 3ms/step - loss: 0.4007
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 1.8241
12/12 [==============================] - 0s 3ms/step - loss: 0.4004
12/12 [==============================] - 0s 3ms/step - loss: 0.4004
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 1.8232
12/12 [==============================] - 0s 3ms/step - loss: 0.4000
12/12 [==============================] - 0s 3ms/step - loss: 0.4000
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 1.8223
12/12 [==============================] - 0s 3ms/step - loss: 0.3996
12/12 [==============================] - 0s 3ms/step - loss: 0.3996
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 1.8218
12/12 [==============================] - 0s 3ms/step - loss: 0.3990
12/12 [==============================] - 0s 3ms/step - loss: 0.3990
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 1.8224
12/12 [==============================] - 0s 3ms/step - loss: 0.3982
12/12 [==============================] - 0s 3ms/step - loss: 0.3982
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 1.8233
12/12 [==============================] - 0s 3ms/step - loss: 0.3972
12/12 [==============================] - 0s 3ms/step - loss: 0.3972
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 1.8244
12/12 [==============================] - 0s 3ms/step - loss: 0.3962
12/12 [==============================] - 0s 3ms/step - loss: 0.3962
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 1.8256
12/12 [==============================] - 0s 3ms/step - loss: 0.3953
12/12 [==============================] - 0s 3ms/step - loss: 0.3953
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 1.8255
12/12 [==============================] - 0s 3ms/step - loss: 0.3945
12/12 [==============================] - 0s 3ms/step - loss: 0.3945
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 1.8243
12/12 [==============================] - 0s 3ms/step - loss: 0.3938
12/12 [==============================] - 0s 3ms/step - loss: 0.3938
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 1.8231
12/12 [==============================] - 0s 3ms/step - loss: 0.3933
12/12 [==============================] - 0s 3ms/step - loss: 0.3933
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 1.8231
12/12 [==============================] - 0s 3ms/step - loss: 0.3927
12/12 [==============================] - 0s 3ms/step - loss: 0.3927
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 1.8212
12/12 [==============================] - 0s 3ms/step - loss: 0.3924
12/12 [==============================] - 0s 4ms/step - loss: 0.3924
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 1.8205
12/12 [==============================] - 0s 3ms/step - loss: 0.3920
12/12 [==============================] - 0s 3ms/step - loss: 0.3920
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 1.8179
12/12 [==============================] - 0s 3ms/step - loss: 0.3917
12/12 [==============================] - 0s 4ms/step - loss: 0.3917
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 1.8179
12/12 [==============================] - 0s 3ms/step - loss: 0.3913
12/12 [==============================] - 0s 3ms/step - loss: 0.3913
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 1.8151
12/12 [==============================] - 0s 3ms/step - loss: 0.3910
12/12 [==============================] - 0s 4ms/step - loss: 0.3910
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 1.8136
12/12 [==============================] - 0s 3ms/step - loss: 0.3907
12/12 [==============================] - 0s 3ms/step - loss: 0.3907
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 1.8111
12/12 [==============================] - 0s 3ms/step - loss: 0.3904
12/12 [==============================] - 0s 3ms/step - loss: 0.3904
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 1.8091
12/12 [==============================] - 0s 3ms/step - loss: 0.3901
12/12 [==============================] - 0s 3ms/step - loss: 0.3901
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 1.8080
12/12 [==============================] - 0s 4ms/step - loss: 0.3897
12/12 [==============================] - 0s 4ms/step - loss: 0.3897
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 1.8051
12/12 [==============================] - 0s 3ms/step - loss: 0.3895
12/12 [==============================] - 0s 4ms/step - loss: 0.3895
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 1.8054
12/12 [==============================] - 0s 3ms/step - loss: 0.3890
12/12 [==============================] - 0s 4ms/step - loss: 0.3890
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 1.8029
12/12 [==============================] - 0s 3ms/step - loss: 0.3887
12/12 [==============================] - 0s 4ms/step - loss: 0.3887
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 1.8015
12/12 [==============================] - 0s 4ms/step - loss: 0.3883
12/12 [==============================] - 0s 4ms/step - loss: 0.3883
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 1.8002
12/12 [==============================] - 0s 4ms/step - loss: 0.3879
12/12 [==============================] - 0s 5ms/step - loss: 0.3879
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 1.7985
12/12 [==============================] - 0s 4ms/step - loss: 0.3875
12/12 [==============================] - 0s 5ms/step - loss: 0.3875
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 1.7972
11/12 [==========================>...] - ETA: 0s - loss: 0.4063
12/12 [==============================] - 0s 5ms/step - loss: 0.3871
12/12 [==============================] - 0s 5ms/step - loss: 0.3871
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 1.7960
9/12 [=====================>........] - ETA: 0s - loss: 0.4840
12/12 [==============================] - 0s 6ms/step - loss: 0.3867
12/12 [==============================] - 0s 6ms/step - loss: 0.3867
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 1.7937
9/12 [=====================>........] - ETA: 0s - loss: 0.4836
12/12 [==============================] - 0s 7ms/step - loss: 0.3864
12/12 [==============================] - 0s 7ms/step - loss: 0.3864
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 1.7937
5/12 [===========>..................] - ETA: 0s - loss: 0.7497
11/12 [==========================>...] - ETA: 0s - loss: 0.4051
12/12 [==============================] - 0s 10ms/step - loss: 0.3859
12/12 [==============================] - 0s 10ms/step - loss: 0.3859
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 1.7902
9/12 [=====================>........] - ETA: 0s - loss: 0.4828
12/12 [==============================] - 0s 6ms/step - loss: 0.3856
12/12 [==============================] - 0s 7ms/step - loss: 0.3856
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 1.7910
7/12 [================>.............] - ETA: 0s - loss: 0.5921
12/12 [==============================] - 0s 9ms/step - loss: 0.3851
12/12 [==============================] - 0s 10ms/step - loss: 0.3851
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.9219
12/12 [==============================] - 0s 2ms/step - loss: 0.7397
12/12 [==============================] - 0s 3ms/step - loss: 0.7397
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.9216
12/12 [==============================] - 0s 3ms/step - loss: 0.7359
12/12 [==============================] - 0s 3ms/step - loss: 0.7359
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.9262
12/12 [==============================] - 0s 3ms/step - loss: 0.7315
12/12 [==============================] - 0s 3ms/step - loss: 0.7315
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.9309
12/12 [==============================] - 0s 3ms/step - loss: 0.7272
12/12 [==============================] - 0s 3ms/step - loss: 0.7272
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.9358
12/12 [==============================] - 0s 3ms/step - loss: 0.7222
12/12 [==============================] - 0s 3ms/step - loss: 0.7222
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.9410
12/12 [==============================] - 0s 3ms/step - loss: 0.7172
12/12 [==============================] - 0s 3ms/step - loss: 0.7172
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.9454
12/12 [==============================] - 0s 3ms/step - loss: 0.7123
12/12 [==============================] - 0s 3ms/step - loss: 0.7123
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.9480
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
12/12 [==============================] - 0s 3ms/step - loss: 0.7078
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.9502
12/12 [==============================] - 0s 2ms/step - loss: 0.7031
12/12 [==============================] - 0s 3ms/step - loss: 0.7031
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.9515
12/12 [==============================] - 0s 3ms/step - loss: 0.6983
12/12 [==============================] - 0s 3ms/step - loss: 0.6983
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.9509
12/12 [==============================] - 0s 3ms/step - loss: 0.6936
12/12 [==============================] - 0s 3ms/step - loss: 0.6936
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.9474
12/12 [==============================] - 0s 2ms/step - loss: 0.6888
12/12 [==============================] - 0s 3ms/step - loss: 0.6888
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.9421
12/12 [==============================] - 0s 3ms/step - loss: 0.6837
12/12 [==============================] - 0s 3ms/step - loss: 0.6837
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.9353
12/12 [==============================] - 0s 3ms/step - loss: 0.6781
12/12 [==============================] - 0s 3ms/step - loss: 0.6781
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.9275
12/12 [==============================] - 0s 3ms/step - loss: 0.6719
12/12 [==============================] - 0s 3ms/step - loss: 0.6719
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.9188
12/12 [==============================] - 0s 3ms/step - loss: 0.6653
12/12 [==============================] - 0s 3ms/step - loss: 0.6653
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.9089
12/12 [==============================] - 0s 3ms/step - loss: 0.6582
12/12 [==============================] - 0s 3ms/step - loss: 0.6582
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.8990
12/12 [==============================] - 0s 2ms/step - loss: 0.6509
12/12 [==============================] - 0s 3ms/step - loss: 0.6509
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.8899
12/12 [==============================] - 0s 2ms/step - loss: 0.6439
12/12 [==============================] - 0s 3ms/step - loss: 0.6439
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.8822
12/12 [==============================] - 0s 2ms/step - loss: 0.6371
12/12 [==============================] - 0s 3ms/step - loss: 0.6371
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.8762
12/12 [==============================] - 0s 3ms/step - loss: 0.6304
12/12 [==============================] - 0s 3ms/step - loss: 0.6304
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.8717
12/12 [==============================] - 0s 2ms/step - loss: 0.6238
12/12 [==============================] - 0s 3ms/step - loss: 0.6238
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.8683
12/12 [==============================] - 0s 2ms/step - loss: 0.6176
12/12 [==============================] - 0s 3ms/step - loss: 0.6176
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.8660
12/12 [==============================] - 0s 2ms/step - loss: 0.6119
12/12 [==============================] - 0s 3ms/step - loss: 0.6119
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.8644
12/12 [==============================] - 0s 2ms/step - loss: 0.6064
12/12 [==============================] - 0s 3ms/step - loss: 0.6064
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.8636
12/12 [==============================] - 0s 2ms/step - loss: 0.6011
12/12 [==============================] - 0s 3ms/step - loss: 0.6011
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.8633
12/12 [==============================] - 0s 2ms/step - loss: 0.5962
12/12 [==============================] - 0s 3ms/step - loss: 0.5962
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.8635
12/12 [==============================] - 0s 2ms/step - loss: 0.5917
12/12 [==============================] - 0s 3ms/step - loss: 0.5917
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.8640
12/12 [==============================] - 0s 2ms/step - loss: 0.5877
12/12 [==============================] - 0s 3ms/step - loss: 0.5877
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.8649
12/12 [==============================] - 0s 2ms/step - loss: 0.5841
12/12 [==============================] - 0s 3ms/step - loss: 0.5841
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.8659
12/12 [==============================] - 0s 2ms/step - loss: 0.5808
12/12 [==============================] - 0s 3ms/step - loss: 0.5808
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.8670
12/12 [==============================] - 0s 2ms/step - loss: 0.5778
12/12 [==============================] - 0s 3ms/step - loss: 0.5778
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.8683
12/12 [==============================] - 0s 2ms/step - loss: 0.5752
12/12 [==============================] - 0s 2ms/step - loss: 0.5752
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.8696
12/12 [==============================] - 0s 2ms/step - loss: 0.5729
12/12 [==============================] - 0s 3ms/step - loss: 0.5729
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.8709
12/12 [==============================] - 0s 2ms/step - loss: 0.5707
12/12 [==============================] - 0s 3ms/step - loss: 0.5707
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.8723
12/12 [==============================] - 0s 2ms/step - loss: 0.5686
12/12 [==============================] - 0s 2ms/step - loss: 0.5686
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.8737
12/12 [==============================] - 0s 2ms/step - loss: 0.5666
12/12 [==============================] - 0s 2ms/step - loss: 0.5666
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.8751
12/12 [==============================] - 0s 2ms/step - loss: 0.5648
12/12 [==============================] - 0s 3ms/step - loss: 0.5648
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.8765
12/12 [==============================] - 0s 2ms/step - loss: 0.5630
12/12 [==============================] - 0s 2ms/step - loss: 0.5630
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.8780
12/12 [==============================] - 0s 2ms/step - loss: 0.5612
12/12 [==============================] - 0s 2ms/step - loss: 0.5612
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.8794
12/12 [==============================] - 0s 2ms/step - loss: 0.5595
12/12 [==============================] - 0s 2ms/step - loss: 0.5595
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.8808
12/12 [==============================] - 0s 2ms/step - loss: 0.5579
12/12 [==============================] - 0s 2ms/step - loss: 0.5579
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.8822
12/12 [==============================] - 0s 2ms/step - loss: 0.5563
12/12 [==============================] - 0s 2ms/step - loss: 0.5563
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.8836
12/12 [==============================] - 0s 2ms/step - loss: 0.5548
12/12 [==============================] - 0s 2ms/step - loss: 0.5548
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.8849
12/12 [==============================] - 0s 2ms/step - loss: 0.5534
12/12 [==============================] - 0s 2ms/step - loss: 0.5534
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.8862
12/12 [==============================] - 0s 2ms/step - loss: 0.5520
12/12 [==============================] - 0s 2ms/step - loss: 0.5520
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.8874
12/12 [==============================] - 0s 2ms/step - loss: 0.5506
12/12 [==============================] - 0s 2ms/step - loss: 0.5506
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.8885
12/12 [==============================] - 0s 2ms/step - loss: 0.5494
12/12 [==============================] - 0s 2ms/step - loss: 0.5494
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.8896
12/12 [==============================] - 0s 2ms/step - loss: 0.5482
12/12 [==============================] - 0s 2ms/step - loss: 0.5482
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.8906
12/12 [==============================] - 0s 2ms/step - loss: 0.5470
12/12 [==============================] - 0s 2ms/step - loss: 0.5470
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.8916
12/12 [==============================] - 0s 2ms/step - loss: 0.5459
12/12 [==============================] - 0s 2ms/step - loss: 0.5459
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.8926
12/12 [==============================] - 0s 2ms/step - loss: 0.5449
12/12 [==============================] - 0s 2ms/step - loss: 0.5449
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.8934
12/12 [==============================] - 0s 2ms/step - loss: 0.5439
12/12 [==============================] - 0s 2ms/step - loss: 0.5439
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.8942
12/12 [==============================] - 0s 2ms/step - loss: 0.5429
12/12 [==============================] - 0s 2ms/step - loss: 0.5429
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.8950
12/12 [==============================] - 0s 2ms/step - loss: 0.5420
12/12 [==============================] - 0s 2ms/step - loss: 0.5420
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.8958
12/12 [==============================] - 0s 2ms/step - loss: 0.5411
12/12 [==============================] - 0s 2ms/step - loss: 0.5411
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.8966
12/12 [==============================] - 0s 2ms/step - loss: 0.5402
12/12 [==============================] - 0s 2ms/step - loss: 0.5402
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.8972
12/12 [==============================] - 0s 2ms/step - loss: 0.5395
12/12 [==============================] - 0s 2ms/step - loss: 0.5395
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.8977
12/12 [==============================] - 0s 2ms/step - loss: 0.5388
12/12 [==============================] - 0s 2ms/step - loss: 0.5388
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.8983
12/12 [==============================] - 0s 2ms/step - loss: 0.5380
12/12 [==============================] - 0s 2ms/step - loss: 0.5380
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.8987
12/12 [==============================] - 0s 2ms/step - loss: 0.5374
12/12 [==============================] - 0s 2ms/step - loss: 0.5374
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.8992
12/12 [==============================] - 0s 2ms/step - loss: 0.5368
12/12 [==============================] - 0s 2ms/step - loss: 0.5368
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.8996
12/12 [==============================] - 0s 2ms/step - loss: 0.5362
12/12 [==============================] - 0s 2ms/step - loss: 0.5362
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.8999
12/12 [==============================] - 0s 2ms/step - loss: 0.5357
12/12 [==============================] - 0s 2ms/step - loss: 0.5357
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.9003
12/12 [==============================] - 0s 2ms/step - loss: 0.5352
12/12 [==============================] - 0s 2ms/step - loss: 0.5352
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.9005
12/12 [==============================] - 0s 2ms/step - loss: 0.5347
12/12 [==============================] - 0s 2ms/step - loss: 0.5347
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.9007
12/12 [==============================] - 0s 2ms/step - loss: 0.5343
12/12 [==============================] - 0s 2ms/step - loss: 0.5343
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.9007
12/12 [==============================] - 0s 2ms/step - loss: 0.5339
12/12 [==============================] - 0s 2ms/step - loss: 0.5339
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.9008
12/12 [==============================] - 0s 2ms/step - loss: 0.5336
12/12 [==============================] - 0s 2ms/step - loss: 0.5336
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.9008
12/12 [==============================] - 0s 2ms/step - loss: 0.5333
12/12 [==============================] - 0s 2ms/step - loss: 0.5333
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.9007
12/12 [==============================] - 0s 2ms/step - loss: 0.5331
12/12 [==============================] - 0s 2ms/step - loss: 0.5331
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.9006
12/12 [==============================] - 0s 2ms/step - loss: 0.5329
12/12 [==============================] - 0s 2ms/step - loss: 0.5329
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.9004
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.9001
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.8996
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.8991
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
12/12 [==============================] - 0s 2ms/step - loss: 0.5327
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.8985
12/12 [==============================] - 0s 2ms/step - loss: 0.5328
12/12 [==============================] - 0s 2ms/step - loss: 0.5328
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.8979
12/12 [==============================] - 0s 2ms/step - loss: 0.5330
12/12 [==============================] - 0s 2ms/step - loss: 0.5330
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.8972
12/12 [==============================] - 0s 2ms/step - loss: 0.5332
12/12 [==============================] - 0s 2ms/step - loss: 0.5332
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.8965
12/12 [==============================] - 0s 2ms/step - loss: 0.5335
12/12 [==============================] - 0s 2ms/step - loss: 0.5335
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.8956
12/12 [==============================] - 0s 2ms/step - loss: 0.5340
12/12 [==============================] - 0s 2ms/step - loss: 0.5340
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.8947
12/12 [==============================] - 0s 2ms/step - loss: 0.5345
12/12 [==============================] - 0s 2ms/step - loss: 0.5345
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.8939
12/12 [==============================] - 0s 2ms/step - loss: 0.5349
12/12 [==============================] - 0s 2ms/step - loss: 0.5349
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.8929
12/12 [==============================] - 0s 2ms/step - loss: 0.5356
12/12 [==============================] - 0s 2ms/step - loss: 0.5356
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.8921
12/12 [==============================] - 0s 2ms/step - loss: 0.5363
12/12 [==============================] - 0s 2ms/step - loss: 0.5363
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.8913
12/12 [==============================] - 0s 2ms/step - loss: 0.5369
12/12 [==============================] - 0s 2ms/step - loss: 0.5369
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.8905
12/12 [==============================] - 0s 2ms/step - loss: 0.5376
12/12 [==============================] - 0s 2ms/step - loss: 0.5376
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.8897
12/12 [==============================] - 0s 2ms/step - loss: 0.5384
12/12 [==============================] - 0s 2ms/step - loss: 0.5384
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.8891
12/12 [==============================] - 0s 2ms/step - loss: 0.5391
12/12 [==============================] - 0s 2ms/step - loss: 0.5391
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.8885
12/12 [==============================] - 0s 2ms/step - loss: 0.5397
12/12 [==============================] - 0s 2ms/step - loss: 0.5397
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.8878
12/12 [==============================] - 0s 2ms/step - loss: 0.5404
12/12 [==============================] - 0s 2ms/step - loss: 0.5404
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.8872
12/12 [==============================] - 0s 2ms/step - loss: 0.5410
12/12 [==============================] - 0s 2ms/step - loss: 0.5410
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.8866
12/12 [==============================] - 0s 2ms/step - loss: 0.5416
12/12 [==============================] - 0s 2ms/step - loss: 0.5416
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.8860
12/12 [==============================] - 0s 2ms/step - loss: 0.5421
12/12 [==============================] - 0s 2ms/step - loss: 0.5421
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.8853
12/12 [==============================] - 0s 2ms/step - loss: 0.5426
12/12 [==============================] - 0s 2ms/step - loss: 0.5426
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.8846
12/12 [==============================] - 0s 2ms/step - loss: 0.5431
12/12 [==============================] - 0s 2ms/step - loss: 0.5431
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.8839
12/12 [==============================] - 0s 2ms/step - loss: 0.5436
12/12 [==============================] - 0s 2ms/step - loss: 0.5436
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.8831
12/12 [==============================] - 0s 2ms/step - loss: 0.5441
12/12 [==============================] - 0s 2ms/step - loss: 0.5441
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.8822
12/12 [==============================] - 0s 2ms/step - loss: 0.5444
12/12 [==============================] - 0s 2ms/step - loss: 0.5444
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.8812
12/12 [==============================] - 0s 2ms/step - loss: 0.5447
12/12 [==============================] - 0s 2ms/step - loss: 0.5447
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.8802
12/12 [==============================] - 0s 2ms/step - loss: 0.5449
12/12 [==============================] - 0s 2ms/step - loss: 0.5449
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.8792
12/12 [==============================] - 0s 2ms/step - loss: 0.5451
12/12 [==============================] - 0s 2ms/step - loss: 0.5451
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.8781
12/12 [==============================] - 0s 2ms/step - loss: 0.5452
12/12 [==============================] - 0s 2ms/step - loss: 0.5452
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.8768
12/12 [==============================] - 0s 2ms/step - loss: 0.5454
12/12 [==============================] - 0s 2ms/step - loss: 0.5454
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.8755
12/12 [==============================] - 0s 2ms/step - loss: 0.5455
12/12 [==============================] - 0s 2ms/step - loss: 0.5455
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.8742
12/12 [==============================] - 0s 2ms/step - loss: 0.5456
12/12 [==============================] - 0s 2ms/step - loss: 0.5456
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.8730
12/12 [==============================] - 0s 2ms/step - loss: 0.5455
12/12 [==============================] - 0s 2ms/step - loss: 0.5455
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.8715
12/12 [==============================] - 0s 2ms/step - loss: 0.5455
12/12 [==============================] - 0s 2ms/step - loss: 0.5455
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.8700
12/12 [==============================] - 0s 3ms/step - loss: 0.5454
12/12 [==============================] - 0s 3ms/step - loss: 0.5454
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.8684
12/12 [==============================] - 0s 2ms/step - loss: 0.5453
12/12 [==============================] - 0s 2ms/step - loss: 0.5453
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.8666
12/12 [==============================] - 0s 2ms/step - loss: 0.5452
12/12 [==============================] - 0s 2ms/step - loss: 0.5452
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.8648
12/12 [==============================] - 0s 2ms/step - loss: 0.5450
12/12 [==============================] - 0s 2ms/step - loss: 0.5450
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.8629
12/12 [==============================] - 0s 2ms/step - loss: 0.5448
12/12 [==============================] - 0s 2ms/step - loss: 0.5448
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.8608
12/12 [==============================] - 0s 2ms/step - loss: 0.5446
12/12 [==============================] - 0s 2ms/step - loss: 0.5446
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.8585
12/12 [==============================] - 0s 2ms/step - loss: 0.5444
12/12 [==============================] - 0s 2ms/step - loss: 0.5444
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.8561
12/12 [==============================] - 0s 2ms/step - loss: 0.5441
12/12 [==============================] - 0s 2ms/step - loss: 0.5441
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.8535
12/12 [==============================] - 0s 2ms/step - loss: 0.5438
12/12 [==============================] - 0s 2ms/step - loss: 0.5438
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.8508
12/12 [==============================] - 0s 2ms/step - loss: 0.5435
12/12 [==============================] - 0s 2ms/step - loss: 0.5435
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.8479
12/12 [==============================] - 0s 2ms/step - loss: 0.5431
12/12 [==============================] - 0s 2ms/step - loss: 0.5431
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.8448
12/12 [==============================] - 0s 2ms/step - loss: 0.5427
12/12 [==============================] - 0s 2ms/step - loss: 0.5427
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.8416
12/12 [==============================] - 0s 2ms/step - loss: 0.5422
12/12 [==============================] - 0s 2ms/step - loss: 0.5422
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.8382
12/12 [==============================] - 0s 2ms/step - loss: 0.5417
12/12 [==============================] - 0s 2ms/step - loss: 0.5417
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.8350
12/12 [==============================] - 0s 2ms/step - loss: 0.5412
12/12 [==============================] - 0s 2ms/step - loss: 0.5412
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.8314
12/12 [==============================] - 0s 2ms/step - loss: 0.5407
12/12 [==============================] - 0s 2ms/step - loss: 0.5407
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.8275
12/12 [==============================] - 0s 2ms/step - loss: 0.5402
12/12 [==============================] - 0s 2ms/step - loss: 0.5402
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.8236
12/12 [==============================] - 0s 2ms/step - loss: 0.5396
12/12 [==============================] - 0s 2ms/step - loss: 0.5396
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.8195
12/12 [==============================] - 0s 2ms/step - loss: 0.5390
12/12 [==============================] - 0s 2ms/step - loss: 0.5390
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.8152
12/12 [==============================] - 0s 2ms/step - loss: 0.5384
12/12 [==============================] - 0s 2ms/step - loss: 0.5384
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.8107
12/12 [==============================] - 0s 2ms/step - loss: 0.5378
12/12 [==============================] - 0s 2ms/step - loss: 0.5378
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.8060
12/12 [==============================] - 0s 2ms/step - loss: 0.5371
12/12 [==============================] - 0s 2ms/step - loss: 0.5371
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.8013
12/12 [==============================] - 0s 2ms/step - loss: 0.5364
12/12 [==============================] - 0s 2ms/step - loss: 0.5364
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.7967
12/12 [==============================] - 0s 2ms/step - loss: 0.5357
12/12 [==============================] - 0s 2ms/step - loss: 0.5357
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.7922
12/12 [==============================] - 0s 2ms/step - loss: 0.5349
12/12 [==============================] - 0s 2ms/step - loss: 0.5349
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.7878
12/12 [==============================] - 0s 2ms/step - loss: 0.5341
12/12 [==============================] - 0s 2ms/step - loss: 0.5341
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.7831
12/12 [==============================] - 0s 2ms/step - loss: 0.5333
12/12 [==============================] - 0s 2ms/step - loss: 0.5333
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.7780
12/12 [==============================] - 0s 2ms/step - loss: 0.5324
12/12 [==============================] - 0s 2ms/step - loss: 0.5324
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.7726
12/12 [==============================] - 0s 2ms/step - loss: 0.5315
12/12 [==============================] - 0s 2ms/step - loss: 0.5315
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.7669
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.7612
12/12 [==============================] - 0s 2ms/step - loss: 0.5296
12/12 [==============================] - 0s 2ms/step - loss: 0.5296
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.7557
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.7505
12/12 [==============================] - 0s 2ms/step - loss: 0.5276
12/12 [==============================] - 0s 2ms/step - loss: 0.5276
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.7452
12/12 [==============================] - 0s 2ms/step - loss: 0.5265
12/12 [==============================] - 0s 2ms/step - loss: 0.5265
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.7399
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.7347
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.7292
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.7236
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.7177
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.7112
12/12 [==============================] - 0s 2ms/step - loss: 0.5195
12/12 [==============================] - 0s 2ms/step - loss: 0.5195
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.7049
12/12 [==============================] - 0s 2ms/step - loss: 0.5183
12/12 [==============================] - 0s 2ms/step - loss: 0.5183
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.6989
12/12 [==============================] - 0s 2ms/step - loss: 0.5169
12/12 [==============================] - 0s 2ms/step - loss: 0.5169
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.6939
12/12 [==============================] - 0s 2ms/step - loss: 0.5155
12/12 [==============================] - 0s 2ms/step - loss: 0.5155
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.6887
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.6831
12/12 [==============================] - 0s 2ms/step - loss: 0.5128
12/12 [==============================] - 0s 2ms/step - loss: 0.5128
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.6779
12/12 [==============================] - 0s 2ms/step - loss: 0.5114
12/12 [==============================] - 0s 2ms/step - loss: 0.5114
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.6727
12/12 [==============================] - 0s 2ms/step - loss: 0.5102
12/12 [==============================] - 0s 2ms/step - loss: 0.5102
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.6667
12/12 [==============================] - 0s 2ms/step - loss: 0.5089
12/12 [==============================] - 0s 4ms/step - loss: 0.5089
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.6610
12/12 [==============================] - 0s 2ms/step - loss: 0.5076
12/12 [==============================] - 0s 3ms/step - loss: 0.5076
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.6557
12/12 [==============================] - 0s 2ms/step - loss: 0.5063
12/12 [==============================] - 0s 3ms/step - loss: 0.5063
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.6504
12/12 [==============================] - 0s 2ms/step - loss: 0.5051
12/12 [==============================] - 0s 2ms/step - loss: 0.5051
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.6445
12/12 [==============================] - 0s 2ms/step - loss: 0.5039
12/12 [==============================] - 0s 2ms/step - loss: 0.5039
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.6392
12/12 [==============================] - 0s 2ms/step - loss: 0.5028
12/12 [==============================] - 0s 2ms/step - loss: 0.5028
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.6337
12/12 [==============================] - 0s 2ms/step - loss: 0.5016
12/12 [==============================] - 0s 2ms/step - loss: 0.5016
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.6290
12/12 [==============================] - 0s 2ms/step - loss: 0.5005
12/12 [==============================] - 0s 2ms/step - loss: 0.5005
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.6240
12/12 [==============================] - 0s 2ms/step - loss: 0.4996
12/12 [==============================] - 0s 2ms/step - loss: 0.4996
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.6189
12/12 [==============================] - 0s 2ms/step - loss: 0.4988
12/12 [==============================] - 0s 2ms/step - loss: 0.4988
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.6144
12/12 [==============================] - 0s 2ms/step - loss: 0.4980
12/12 [==============================] - 0s 2ms/step - loss: 0.4980
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.6100
12/12 [==============================] - 0s 2ms/step - loss: 0.4973
12/12 [==============================] - 0s 2ms/step - loss: 0.4973
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.6063
12/12 [==============================] - 0s 2ms/step - loss: 0.4966
12/12 [==============================] - 0s 2ms/step - loss: 0.4966
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.6031
12/12 [==============================] - 0s 2ms/step - loss: 0.4958
12/12 [==============================] - 0s 2ms/step - loss: 0.4958
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.6004
12/12 [==============================] - 0s 2ms/step - loss: 0.4952
12/12 [==============================] - 0s 2ms/step - loss: 0.4952
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.5965
12/12 [==============================] - 0s 2ms/step - loss: 0.4945
12/12 [==============================] - 0s 2ms/step - loss: 0.4945
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.5928
12/12 [==============================] - 0s 2ms/step - loss: 0.4940
12/12 [==============================] - 0s 2ms/step - loss: 0.4940
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.5900
12/12 [==============================] - 0s 2ms/step - loss: 0.4934
12/12 [==============================] - 0s 2ms/step - loss: 0.4934
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.5868
12/12 [==============================] - 0s 2ms/step - loss: 0.4929
12/12 [==============================] - 0s 2ms/step - loss: 0.4929
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.5832
12/12 [==============================] - 0s 2ms/step - loss: 0.4924
12/12 [==============================] - 0s 2ms/step - loss: 0.4924
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.5794
12/12 [==============================] - 0s 2ms/step - loss: 0.4918
12/12 [==============================] - 0s 2ms/step - loss: 0.4918
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.5769
12/12 [==============================] - 0s 2ms/step - loss: 0.4913
12/12 [==============================] - 0s 2ms/step - loss: 0.4913
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.5734
12/12 [==============================] - 0s 2ms/step - loss: 0.4909
12/12 [==============================] - 0s 2ms/step - loss: 0.4909
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.5704
12/12 [==============================] - 0s 2ms/step - loss: 0.4903
12/12 [==============================] - 0s 2ms/step - loss: 0.4903
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.5674
12/12 [==============================] - 0s 2ms/step - loss: 0.4898
12/12 [==============================] - 0s 2ms/step - loss: 0.4898
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.5651
12/12 [==============================] - 0s 2ms/step - loss: 0.4893
12/12 [==============================] - 0s 2ms/step - loss: 0.4893
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.5623
12/12 [==============================] - 0s 2ms/step - loss: 0.4890
12/12 [==============================] - 0s 3ms/step - loss: 0.4890
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.5600
12/12 [==============================] - 0s 2ms/step - loss: 0.4886
12/12 [==============================] - 0s 2ms/step - loss: 0.4886
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.5575
12/12 [==============================] - 0s 2ms/step - loss: 0.4883
12/12 [==============================] - 0s 2ms/step - loss: 0.4883
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.5544
12/12 [==============================] - 0s 2ms/step - loss: 0.4879
12/12 [==============================] - 0s 2ms/step - loss: 0.4879
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.5526
12/12 [==============================] - 0s 2ms/step - loss: 0.4876
12/12 [==============================] - 0s 2ms/step - loss: 0.4876
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.5508
12/12 [==============================] - 0s 2ms/step - loss: 0.4872
12/12 [==============================] - 0s 2ms/step - loss: 0.4872
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.5487
12/12 [==============================] - 0s 3ms/step - loss: 0.4870
12/12 [==============================] - 0s 4ms/step - loss: 0.4870
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.5469
12/12 [==============================] - 0s 3ms/step - loss: 0.4868
12/12 [==============================] - 0s 3ms/step - loss: 0.4868
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.5436
12/12 [==============================] - 0s 2ms/step - loss: 0.4866
12/12 [==============================] - 0s 2ms/step - loss: 0.4866
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.5427
12/12 [==============================] - 0s 3ms/step - loss: 0.4861
12/12 [==============================] - 0s 3ms/step - loss: 0.4861
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.5395
12/12 [==============================] - 0s 3ms/step - loss: 0.4863
12/12 [==============================] - 0s 3ms/step - loss: 0.4863
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.5398
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
12/12 [==============================] - 0s 3ms/step - loss: 0.4855
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.5348
12/12 [==============================] - 0s 4ms/step - loss: 0.4867
12/12 [==============================] - 0s 4ms/step - loss: 0.4867
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.5365
12/12 [==============================] - 0s 2ms/step - loss: 0.4852
12/12 [==============================] - 0s 3ms/step - loss: 0.4852
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.5308
12/12 [==============================] - 0s 2ms/step - loss: 0.4868
12/12 [==============================] - 0s 3ms/step - loss: 0.4868
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.5329
12/12 [==============================] - 0s 2ms/step - loss: 0.4848
12/12 [==============================] - 0s 3ms/step - loss: 0.4848
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.5268
12/12 [==============================] - 0s 4ms/step - loss: 0.4867
12/12 [==============================] - 0s 4ms/step - loss: 0.4867
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.5307
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
12/12 [==============================] - 0s 3ms/step - loss: 0.4845
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.5254
12/12 [==============================] - 0s 2ms/step - loss: 0.4865
12/12 [==============================] - 0s 3ms/step - loss: 0.4865
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.5284
12/12 [==============================] - 0s 2ms/step - loss: 0.4842
12/12 [==============================] - 0s 3ms/step - loss: 0.4842
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.5221
12/12 [==============================] - 0s 2ms/step - loss: 0.4861
12/12 [==============================] - 0s 2ms/step - loss: 0.4861
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.5227
12/12 [==============================] - 0s 2ms/step - loss: 0.4842
12/12 [==============================] - 0s 2ms/step - loss: 0.4842
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.5194
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.5193
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.5163
12/12 [==============================] - 0s 2ms/step - loss: 0.4854
12/12 [==============================] - 0s 2ms/step - loss: 0.4854
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.5154
12/12 [==============================] - 0s 2ms/step - loss: 0.4848
12/12 [==============================] - 0s 2ms/step - loss: 0.4848
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.5129
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.5119
12/12 [==============================] - 0s 2ms/step - loss: 0.4850
12/12 [==============================] - 0s 2ms/step - loss: 0.4850
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.5100
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.5091
12/12 [==============================] - 0s 2ms/step - loss: 0.4852
12/12 [==============================] - 0s 2ms/step - loss: 0.4852
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.5074
12/12 [==============================] - 0s 2ms/step - loss: 0.4854
12/12 [==============================] - 0s 2ms/step - loss: 0.4854
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.5055
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
12/12 [==============================] - 0s 2ms/step - loss: 0.4853
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.5038
12/12 [==============================] - 0s 2ms/step - loss: 0.4856
12/12 [==============================] - 0s 2ms/step - loss: 0.4856
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.5028
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.5009
12/12 [==============================] - 0s 2ms/step - loss: 0.4858
12/12 [==============================] - 0s 2ms/step - loss: 0.4858
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.4993
12/12 [==============================] - 0s 3ms/step - loss: 0.4856
12/12 [==============================] - 0s 3ms/step - loss: 0.4856
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.4972
12/12 [==============================] - 0s 2ms/step - loss: 0.4859
12/12 [==============================] - 0s 3ms/step - loss: 0.4859
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.4958
12/12 [==============================] - 0s 2ms/step - loss: 0.4858
12/12 [==============================] - 0s 2ms/step - loss: 0.4858
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.4939
12/12 [==============================] - 0s 2ms/step - loss: 0.4860
12/12 [==============================] - 0s 3ms/step - loss: 0.4860
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.4925
12/12 [==============================] - 0s 2ms/step - loss: 0.4859
12/12 [==============================] - 0s 3ms/step - loss: 0.4859
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.4907
12/12 [==============================] - 0s 2ms/step - loss: 0.4860
12/12 [==============================] - 0s 2ms/step - loss: 0.4860
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.4894
12/12 [==============================] - 0s 2ms/step - loss: 0.4859
12/12 [==============================] - 0s 2ms/step - loss: 0.4859
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.4866
12/12 [==============================] - 0s 2ms/step - loss: 0.4861
12/12 [==============================] - 0s 2ms/step - loss: 0.4861
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.4862
12/12 [==============================] - 0s 2ms/step - loss: 0.4857
12/12 [==============================] - 0s 2ms/step - loss: 0.4857
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.4833
12/12 [==============================] - 0s 2ms/step - loss: 0.4861
12/12 [==============================] - 0s 3ms/step - loss: 0.4861
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.4860
12/12 [==============================] - 0s 2ms/step - loss: 0.4856
12/12 [==============================] - 0s 2ms/step - loss: 0.4856
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.4785
12/12 [==============================] - 0s 2ms/step - loss: 0.4866
12/12 [==============================] - 0s 2ms/step - loss: 0.4866
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.4898
12/12 [==============================] - 0s 2ms/step - loss: 0.4863
12/12 [==============================] - 0s 2ms/step - loss: 0.4863
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.4712
12/12 [==============================] - 0s 2ms/step - loss: 0.4936
12/12 [==============================] - 0s 2ms/step - loss: 0.4936
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.5287
12/12 [==============================] - 0s 2ms/step - loss: 0.5095
12/12 [==============================] - 0s 2ms/step - loss: 0.5095
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.4950
12/12 [==============================] - 0s 3ms/step - loss: 0.4981
12/12 [==============================] - 0s 3ms/step - loss: 0.4981
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.4591
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.4701
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
12/12 [==============================] - 0s 2ms/step - loss: 0.4855
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.4736
12/12 [==============================] - 0s 2ms/step - loss: 0.4908
12/12 [==============================] - 0s 2ms/step - loss: 0.4908
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.5214
12/12 [==============================] - 0s 2ms/step - loss: 0.5067
12/12 [==============================] - 0s 2ms/step - loss: 0.5067
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.4864
12/12 [==============================] - 0s 2ms/step - loss: 0.4884
12/12 [==============================] - 0s 2ms/step - loss: 0.4884
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.4603
12/12 [==============================] - 0s 2ms/step - loss: 0.4898
12/12 [==============================] - 0s 2ms/step - loss: 0.4898
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.4710
12/12 [==============================] - 0s 2ms/step - loss: 0.4856
12/12 [==============================] - 0s 2ms/step - loss: 0.4856
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.4721
12/12 [==============================] - 0s 2ms/step - loss: 0.4897
12/12 [==============================] - 0s 2ms/step - loss: 0.4897
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.5123
12/12 [==============================] - 0s 2ms/step - loss: 0.5023
12/12 [==============================] - 0s 2ms/step - loss: 0.5023
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.4729
12/12 [==============================] - 0s 2ms/step - loss: 0.4894
12/12 [==============================] - 0s 2ms/step - loss: 0.4894
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.4561
12/12 [==============================] - 0s 2ms/step - loss: 0.4920
12/12 [==============================] - 0s 2ms/step - loss: 0.4920
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.5028
12/12 [==============================] - 0s 2ms/step - loss: 0.5060
12/12 [==============================] - 0s 2ms/step - loss: 0.5060
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.4914
12/12 [==============================] - 0s 2ms/step - loss: 0.4944
12/12 [==============================] - 0s 2ms/step - loss: 0.4944
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.4563
12/12 [==============================] - 0s 2ms/step - loss: 0.4932
12/12 [==============================] - 0s 2ms/step - loss: 0.4932
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.4717
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.4767
12/12 [==============================] - 0s 2ms/step - loss: 0.4886
12/12 [==============================] - 0s 3ms/step - loss: 0.4886
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.4619
12/12 [==============================] - 0s 2ms/step - loss: 0.4881
12/12 [==============================] - 0s 3ms/step - loss: 0.4881
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.4706
12/12 [==============================] - 0s 2ms/step - loss: 0.4868
12/12 [==============================] - 0s 2ms/step - loss: 0.4868
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.5482
12/12 [==============================] - 0s 2ms/step - loss: 0.8016
12/12 [==============================] - 0s 2ms/step - loss: 0.8016
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.5443
12/12 [==============================] - 0s 2ms/step - loss: 0.8004
12/12 [==============================] - 0s 2ms/step - loss: 0.8004
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.5413
12/12 [==============================] - 0s 2ms/step - loss: 0.7993
12/12 [==============================] - 0s 2ms/step - loss: 0.7993
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.5381
12/12 [==============================] - 0s 2ms/step - loss: 0.7981
12/12 [==============================] - 0s 2ms/step - loss: 0.7981
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.5346
12/12 [==============================] - 0s 2ms/step - loss: 0.7969
12/12 [==============================] - 0s 2ms/step - loss: 0.7969
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.5309
12/12 [==============================] - 0s 4ms/step - loss: 0.7957
12/12 [==============================] - 0s 4ms/step - loss: 0.7957
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.5269
12/12 [==============================] - 0s 2ms/step - loss: 0.7945
12/12 [==============================] - 0s 2ms/step - loss: 0.7945
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.5230
12/12 [==============================] - 0s 2ms/step - loss: 0.7934
12/12 [==============================] - 0s 2ms/step - loss: 0.7934
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.5191
12/12 [==============================] - 0s 2ms/step - loss: 0.7924
12/12 [==============================] - 0s 2ms/step - loss: 0.7924
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.5151
12/12 [==============================] - 0s 2ms/step - loss: 0.7914
12/12 [==============================] - 0s 2ms/step - loss: 0.7914
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.5116
12/12 [==============================] - 0s 2ms/step - loss: 0.7905
12/12 [==============================] - 0s 2ms/step - loss: 0.7905
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.5085
12/12 [==============================] - 0s 2ms/step - loss: 0.7899
12/12 [==============================] - 0s 2ms/step - loss: 0.7899
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.5058
12/12 [==============================] - 0s 2ms/step - loss: 0.7893
12/12 [==============================] - 0s 3ms/step - loss: 0.7893
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.5036
12/12 [==============================] - 0s 2ms/step - loss: 0.7889
12/12 [==============================] - 0s 2ms/step - loss: 0.7889
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.5019
12/12 [==============================] - 0s 2ms/step - loss: 0.7886
12/12 [==============================] - 0s 3ms/step - loss: 0.7886
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.5005
12/12 [==============================] - 0s 2ms/step - loss: 0.7881
12/12 [==============================] - 0s 2ms/step - loss: 0.7881
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.4994
12/12 [==============================] - 0s 2ms/step - loss: 0.7877
12/12 [==============================] - 0s 2ms/step - loss: 0.7877
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.4988
12/12 [==============================] - 0s 2ms/step - loss: 0.7871
12/12 [==============================] - 0s 2ms/step - loss: 0.7871
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.4984
12/12 [==============================] - 0s 2ms/step - loss: 0.7864
12/12 [==============================] - 0s 2ms/step - loss: 0.7864
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.4983
12/12 [==============================] - 0s 2ms/step - loss: 0.7856
12/12 [==============================] - 0s 2ms/step - loss: 0.7856
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.4983
12/12 [==============================] - 0s 2ms/step - loss: 0.7845
12/12 [==============================] - 0s 2ms/step - loss: 0.7845
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.4982
12/12 [==============================] - 0s 2ms/step - loss: 0.7832
12/12 [==============================] - 0s 2ms/step - loss: 0.7832
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.4974
12/12 [==============================] - 0s 2ms/step - loss: 0.7815
12/12 [==============================] - 0s 2ms/step - loss: 0.7815
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.4956
12/12 [==============================] - 0s 2ms/step - loss: 0.7793
12/12 [==============================] - 0s 2ms/step - loss: 0.7793
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.4920
12/12 [==============================] - 0s 2ms/step - loss: 0.7766
12/12 [==============================] - 0s 2ms/step - loss: 0.7766
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.4870
12/12 [==============================] - 0s 2ms/step - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.7732
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.4803
12/12 [==============================] - 0s 2ms/step - loss: 0.7691
12/12 [==============================] - 0s 2ms/step - loss: 0.7691
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.4719
12/12 [==============================] - 0s 2ms/step - loss: 0.7644
12/12 [==============================] - 0s 2ms/step - loss: 0.7644
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.4623
12/12 [==============================] - 0s 3ms/step - loss: 0.7591
12/12 [==============================] - 0s 3ms/step - loss: 0.7591
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.4519
12/12 [==============================] - 0s 2ms/step - loss: 0.7533
12/12 [==============================] - 0s 2ms/step - loss: 0.7533
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.4412
12/12 [==============================] - 0s 2ms/step - loss: 0.7471
12/12 [==============================] - 0s 2ms/step - loss: 0.7471
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.4300
12/12 [==============================] - 0s 2ms/step - loss: 0.7408
12/12 [==============================] - 0s 2ms/step - loss: 0.7408
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.4182
12/12 [==============================] - 0s 2ms/step - loss: 0.7346
12/12 [==============================] - 0s 2ms/step - loss: 0.7346
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.4048
12/12 [==============================] - 0s 2ms/step - loss: 0.7288
12/12 [==============================] - 0s 3ms/step - loss: 0.7288
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.3911
12/12 [==============================] - 0s 2ms/step - loss: 0.7235
12/12 [==============================] - 0s 2ms/step - loss: 0.7235
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.3780
12/12 [==============================] - 0s 3ms/step - loss: 0.7190
12/12 [==============================] - 0s 3ms/step - loss: 0.7190
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.3627
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
12/12 [==============================] - 0s 3ms/step - loss: 0.7150
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.3472
12/12 [==============================] - 0s 2ms/step - loss: 0.7116
12/12 [==============================] - 0s 2ms/step - loss: 0.7116
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.3333
12/12 [==============================] - 0s 2ms/step - loss: 0.7088
12/12 [==============================] - 0s 2ms/step - loss: 0.7088
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.3183
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.3025
12/12 [==============================] - 0s 3ms/step - loss: 0.7044
12/12 [==============================] - 0s 3ms/step - loss: 0.7044
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.2899
12/12 [==============================] - 0s 2ms/step - loss: 0.7025
12/12 [==============================] - 0s 2ms/step - loss: 0.7025
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.2760
12/12 [==============================] - 0s 2ms/step - loss: 0.7009
12/12 [==============================] - 0s 2ms/step - loss: 0.7009
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.2607
12/12 [==============================] - 0s 2ms/step - loss: 0.6996
12/12 [==============================] - 0s 2ms/step - loss: 0.6996
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.2488
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.2358
12/12 [==============================] - 0s 2ms/step - loss: 0.6971
12/12 [==============================] - 0s 2ms/step - loss: 0.6971
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.2244
12/12 [==============================] - 0s 2ms/step - loss: 0.6959
12/12 [==============================] - 0s 2ms/step - loss: 0.6959
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.2100
12/12 [==============================] - 0s 2ms/step - loss: 0.6952
12/12 [==============================] - 0s 2ms/step - loss: 0.6952
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.2010
12/12 [==============================] - 0s 2ms/step - loss: 0.6940
12/12 [==============================] - 0s 2ms/step - loss: 0.6940
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1885
12/12 [==============================] - 0s 2ms/step - loss: 0.6933
12/12 [==============================] - 0s 2ms/step - loss: 0.6933
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1803
12/12 [==============================] - 0s 2ms/step - loss: 0.6921
12/12 [==============================] - 0s 2ms/step - loss: 0.6921
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1702
12/12 [==============================] - 0s 2ms/step - loss: 0.6912
12/12 [==============================] - 0s 2ms/step - loss: 0.6912
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1624
12/12 [==============================] - 0s 2ms/step - loss: 0.6900
12/12 [==============================] - 0s 2ms/step - loss: 0.6900
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1553
12/12 [==============================] - 0s 2ms/step - loss: 0.6887
12/12 [==============================] - 0s 2ms/step - loss: 0.6887
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1489
12/12 [==============================] - 0s 2ms/step - loss: 0.6873
12/12 [==============================] - 0s 2ms/step - loss: 0.6873
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1448
12/12 [==============================] - 0s 2ms/step - loss: 0.6856
12/12 [==============================] - 0s 2ms/step - loss: 0.6856
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1408
12/12 [==============================] - 0s 2ms/step - loss: 0.6840
12/12 [==============================] - 0s 2ms/step - loss: 0.6840
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1379
12/12 [==============================] - 0s 2ms/step - loss: 0.6822
12/12 [==============================] - 0s 2ms/step - loss: 0.6822
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1352
12/12 [==============================] - 0s 2ms/step - loss: 0.6805
12/12 [==============================] - 0s 2ms/step - loss: 0.6805
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1341
12/12 [==============================] - 0s 2ms/step - loss: 0.6785
12/12 [==============================] - 0s 2ms/step - loss: 0.6785
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1319
12/12 [==============================] - 0s 2ms/step - loss: 0.6770
12/12 [==============================] - 0s 2ms/step - loss: 0.6770
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1320
12/12 [==============================] - 0s 2ms/step - loss: 0.6750
12/12 [==============================] - 0s 2ms/step - loss: 0.6750
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1297
12/12 [==============================] - 0s 2ms/step - loss: 0.6740
12/12 [==============================] - 0s 2ms/step - loss: 0.6740
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1328
12/12 [==============================] - 0s 2ms/step - loss: 0.6720
12/12 [==============================] - 0s 2ms/step - loss: 0.6720
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1258
12/12 [==============================] - 0s 2ms/step - loss: 0.6738
12/12 [==============================] - 0s 2ms/step - loss: 0.6738
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1443
12/12 [==============================] - 0s 2ms/step - loss: 0.6746
12/12 [==============================] - 0s 3ms/step - loss: 0.6746
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1217
12/12 [==============================] - 0s 2ms/step - loss: 0.6816
12/12 [==============================] - 0s 2ms/step - loss: 0.6816
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1808
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1224
12/12 [==============================] - 0s 2ms/step - loss: 0.6783
12/12 [==============================] - 0s 3ms/step - loss: 0.6783
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1463
12/12 [==============================] - 0s 2ms/step - loss: 0.6697
12/12 [==============================] - 0s 2ms/step - loss: 0.6697
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1192
12/12 [==============================] - 0s 2ms/step - loss: 0.6764
12/12 [==============================] - 0s 2ms/step - loss: 0.6764
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1587
12/12 [==============================] - 0s 2ms/step - loss: 0.6735
12/12 [==============================] - 0s 2ms/step - loss: 0.6735
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1203
12/12 [==============================] - 0s 2ms/step - loss: 0.6769
12/12 [==============================] - 0s 2ms/step - loss: 0.6769
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1522
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1178
12/12 [==============================] - 0s 2ms/step - loss: 0.6755
12/12 [==============================] - 0s 2ms/step - loss: 0.6755
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1590
12/12 [==============================] - 0s 2ms/step - loss: 0.6715
12/12 [==============================] - 0s 2ms/step - loss: 0.6715
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1181
12/12 [==============================] - 0s 2ms/step - loss: 0.6748
12/12 [==============================] - 0s 2ms/step - loss: 0.6748
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1549
12/12 [==============================] - 0s 2ms/step - loss: 0.6697
12/12 [==============================] - 0s 2ms/step - loss: 0.6697
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1167
12/12 [==============================] - 0s 2ms/step - loss: 0.6728
12/12 [==============================] - 0s 2ms/step - loss: 0.6728
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1525
12/12 [==============================] - 0s 2ms/step - loss: 0.6694
12/12 [==============================] - 0s 2ms/step - loss: 0.6694
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1164
12/12 [==============================] - 0s 2ms/step - loss: 0.6724
12/12 [==============================] - 0s 2ms/step - loss: 0.6724
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1544
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1162
12/12 [==============================] - 0s 2ms/step - loss: 0.6716
12/12 [==============================] - 0s 2ms/step - loss: 0.6716
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1535
12/12 [==============================] - 0s 2ms/step - loss: 0.6681
12/12 [==============================] - 0s 2ms/step - loss: 0.6681
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1159
12/12 [==============================] - 0s 2ms/step - loss: 0.6705
12/12 [==============================] - 0s 2ms/step - loss: 0.6705
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1502
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1157
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1503
12/12 [==============================] - 0s 2ms/step - loss: 0.6672
12/12 [==============================] - 0s 2ms/step - loss: 0.6672
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1160
12/12 [==============================] - 0s 2ms/step - loss: 0.6703
12/12 [==============================] - 0s 2ms/step - loss: 0.6703
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1529
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1164
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1531
12/12 [==============================] - 0s 2ms/step - loss: 0.6668
12/12 [==============================] - 0s 2ms/step - loss: 0.6668
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1165
12/12 [==============================] - 0s 2ms/step - loss: 0.6698
12/12 [==============================] - 0s 2ms/step - loss: 0.6698
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1519
12/12 [==============================] - 0s 2ms/step - loss: 0.6664
12/12 [==============================] - 0s 2ms/step - loss: 0.6664
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1519
12/12 [==============================] - 0s 2ms/step - loss: 0.6662
12/12 [==============================] - 0s 2ms/step - loss: 0.6662
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1170
12/12 [==============================] - 0s 2ms/step - loss: 0.6699
12/12 [==============================] - 0s 2ms/step - loss: 0.6699
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1543
12/12 [==============================] - 0s 2ms/step - loss: 0.6667
12/12 [==============================] - 0s 2ms/step - loss: 0.6667
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1180
12/12 [==============================] - 0s 2ms/step - loss: 0.6703
12/12 [==============================] - 0s 2ms/step - loss: 0.6703
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1559
12/12 [==============================] - 0s 2ms/step - loss: 0.6671
12/12 [==============================] - 0s 2ms/step - loss: 0.6671
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1187
12/12 [==============================] - 0s 2ms/step - loss: 0.6706
12/12 [==============================] - 0s 2ms/step - loss: 0.6706
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1576
12/12 [==============================] - 0s 2ms/step - loss: 0.6675
12/12 [==============================] - 0s 2ms/step - loss: 0.6675
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1194
12/12 [==============================] - 0s 2ms/step - loss: 0.6707
12/12 [==============================] - 0s 2ms/step - loss: 0.6707
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1584
12/12 [==============================] - 0s 2ms/step - loss: 0.6673
12/12 [==============================] - 0s 2ms/step - loss: 0.6673
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1196
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1557
12/12 [==============================] - 0s 2ms/step - loss: 0.6672
12/12 [==============================] - 0s 2ms/step - loss: 0.6672
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1198
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
12/12 [==============================] - 0s 2ms/step - loss: 0.6701
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1570
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1205
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1596
12/12 [==============================] - 0s 2ms/step - loss: 0.6679
12/12 [==============================] - 0s 2ms/step - loss: 0.6679
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1212
12/12 [==============================] - 0s 2ms/step - loss: 0.6699
12/12 [==============================] - 0s 2ms/step - loss: 0.6699
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1601
12/12 [==============================] - 0s 2ms/step - loss: 0.6677
12/12 [==============================] - 0s 2ms/step - loss: 0.6677
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1213
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1615
12/12 [==============================] - 0s 2ms/step - loss: 0.6681
12/12 [==============================] - 0s 2ms/step - loss: 0.6681
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1220
12/12 [==============================] - 0s 2ms/step - loss: 0.6692
12/12 [==============================] - 0s 2ms/step - loss: 0.6692
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1629
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1223
12/12 [==============================] - 0s 2ms/step - loss: 0.6687
12/12 [==============================] - 0s 2ms/step - loss: 0.6687
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1651
12/12 [==============================] - 0s 2ms/step - loss: 0.6685
12/12 [==============================] - 0s 2ms/step - loss: 0.6685
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1228
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1673
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1232
12/12 [==============================] - 0s 2ms/step - loss: 0.6677
12/12 [==============================] - 0s 2ms/step - loss: 0.6677
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1690
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1238
12/12 [==============================] - 0s 2ms/step - loss: 0.6675
12/12 [==============================] - 0s 2ms/step - loss: 0.6675
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1718
12/12 [==============================] - 0s 2ms/step - loss: 0.6704
12/12 [==============================] - 0s 2ms/step - loss: 0.6704
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.6671
12/12 [==============================] - 0s 2ms/step - loss: 0.6671
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1726
12/12 [==============================] - 0s 2ms/step - loss: 0.6708
12/12 [==============================] - 0s 2ms/step - loss: 0.6708
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.6663
12/12 [==============================] - 0s 2ms/step - loss: 0.6663
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1729
12/12 [==============================] - 0s 2ms/step - loss: 0.6709
12/12 [==============================] - 0s 2ms/step - loss: 0.6709
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1240
12/12 [==============================] - 0s 2ms/step - loss: 0.6657
12/12 [==============================] - 0s 2ms/step - loss: 0.6657
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1759
12/12 [==============================] - 0s 2ms/step - loss: 0.6719
12/12 [==============================] - 0s 3ms/step - loss: 0.6719
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1245
12/12 [==============================] - 0s 3ms/step - loss: 0.6649
12/12 [==============================] - 0s 3ms/step - loss: 0.6649
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1760
12/12 [==============================] - 0s 3ms/step - loss: 0.6722
12/12 [==============================] - 0s 3ms/step - loss: 0.6722
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1240
12/12 [==============================] - 0s 2ms/step - loss: 0.6639
12/12 [==============================] - 0s 2ms/step - loss: 0.6639
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1754
12/12 [==============================] - 0s 2ms/step - loss: 0.6720
12/12 [==============================] - 0s 3ms/step - loss: 0.6720
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1232
12/12 [==============================] - 0s 3ms/step - loss: 0.6628
12/12 [==============================] - 0s 3ms/step - loss: 0.6628
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1788
12/12 [==============================] - 0s 2ms/step - loss: 0.6729
12/12 [==============================] - 0s 3ms/step - loss: 0.6729
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1233
12/12 [==============================] - 0s 3ms/step - loss: 0.6617
12/12 [==============================] - 0s 3ms/step - loss: 0.6617
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1788
12/12 [==============================] - 0s 3ms/step - loss: 0.6724
12/12 [==============================] - 0s 3ms/step - loss: 0.6724
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1219
12/12 [==============================] - 0s 3ms/step - loss: 0.6603
12/12 [==============================] - 0s 3ms/step - loss: 0.6603
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1794
12/12 [==============================] - 0s 3ms/step - loss: 0.6723
12/12 [==============================] - 0s 3ms/step - loss: 0.6723
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1213
12/12 [==============================] - 0s 2ms/step - loss: 0.6595
12/12 [==============================] - 0s 3ms/step - loss: 0.6595
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1782
12/12 [==============================] - 0s 3ms/step - loss: 0.6718
12/12 [==============================] - 0s 3ms/step - loss: 0.6718
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1204
12/12 [==============================] - 0s 3ms/step - loss: 0.6587
12/12 [==============================] - 0s 3ms/step - loss: 0.6587
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1802
12/12 [==============================] - 0s 3ms/step - loss: 0.6724
12/12 [==============================] - 0s 3ms/step - loss: 0.6724
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1206
12/12 [==============================] - 0s 3ms/step - loss: 0.6579
12/12 [==============================] - 0s 3ms/step - loss: 0.6579
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1784
12/12 [==============================] - 0s 2ms/step - loss: 0.6719
12/12 [==============================] - 0s 3ms/step - loss: 0.6719
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1198
12/12 [==============================] - 0s 2ms/step - loss: 0.6569
12/12 [==============================] - 0s 2ms/step - loss: 0.6569
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1779
12/12 [==============================] - 0s 2ms/step - loss: 0.6713
12/12 [==============================] - 0s 2ms/step - loss: 0.6713
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1191
12/12 [==============================] - 0s 2ms/step - loss: 0.6560
12/12 [==============================] - 0s 2ms/step - loss: 0.6560
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1730
12/12 [==============================] - 0s 3ms/step - loss: 0.6703
12/12 [==============================] - 0s 3ms/step - loss: 0.6703
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1188
12/12 [==============================] - 0s 2ms/step - loss: 0.6554
12/12 [==============================] - 0s 3ms/step - loss: 0.6554
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1778
12/12 [==============================] - 0s 2ms/step - loss: 0.6710
12/12 [==============================] - 0s 3ms/step - loss: 0.6710
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1187
12/12 [==============================] - 0s 3ms/step - loss: 0.6547
12/12 [==============================] - 0s 3ms/step - loss: 0.6547
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1752
12/12 [==============================] - 0s 3ms/step - loss: 0.6704
12/12 [==============================] - 0s 3ms/step - loss: 0.6704
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1186
12/12 [==============================] - 0s 2ms/step - loss: 0.6545
12/12 [==============================] - 0s 3ms/step - loss: 0.6545
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1748
12/12 [==============================] - 0s 3ms/step - loss: 0.6703
12/12 [==============================] - 0s 3ms/step - loss: 0.6703
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1185
12/12 [==============================] - 0s 3ms/step - loss: 0.6543
12/12 [==============================] - 0s 3ms/step - loss: 0.6543
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1724
12/12 [==============================] - 0s 2ms/step - loss: 0.6700
12/12 [==============================] - 0s 3ms/step - loss: 0.6700
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1184
12/12 [==============================] - 0s 2ms/step - loss: 0.6542
12/12 [==============================] - 0s 2ms/step - loss: 0.6542
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1695
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.6541
12/12 [==============================] - 0s 2ms/step - loss: 0.6541
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1630
12/12 [==============================] - 0s 2ms/step - loss: 0.6681
12/12 [==============================] - 0s 2ms/step - loss: 0.6681
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1188
12/12 [==============================] - 0s 2ms/step - loss: 0.6544
12/12 [==============================] - 0s 2ms/step - loss: 0.6544
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1581
12/12 [==============================] - 0s 2ms/step - loss: 0.6668
12/12 [==============================] - 0s 2ms/step - loss: 0.6668
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1196
12/12 [==============================] - 0s 2ms/step - loss: 0.6548
12/12 [==============================] - 0s 2ms/step - loss: 0.6548
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1547
12/12 [==============================] - 0s 2ms/step - loss: 0.6659
12/12 [==============================] - 0s 3ms/step - loss: 0.6659
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1202
12/12 [==============================] - 0s 2ms/step - loss: 0.6548
12/12 [==============================] - 0s 2ms/step - loss: 0.6548
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1488
12/12 [==============================] - 0s 2ms/step - loss: 0.6640
12/12 [==============================] - 0s 2ms/step - loss: 0.6640
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1222
12/12 [==============================] - 0s 2ms/step - loss: 0.6556
12/12 [==============================] - 0s 2ms/step - loss: 0.6556
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1428
12/12 [==============================] - 0s 2ms/step - loss: 0.6620
12/12 [==============================] - 0s 2ms/step - loss: 0.6620
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1247
12/12 [==============================] - 0s 2ms/step - loss: 0.6562
12/12 [==============================] - 0s 2ms/step - loss: 0.6562
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1391
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1261
12/12 [==============================] - 0s 2ms/step - loss: 0.6561
12/12 [==============================] - 0s 2ms/step - loss: 0.6561
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1357
12/12 [==============================] - 0s 2ms/step - loss: 0.6587
12/12 [==============================] - 0s 2ms/step - loss: 0.6587
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1286
12/12 [==============================] - 0s 2ms/step - loss: 0.6561
12/12 [==============================] - 0s 2ms/step - loss: 0.6561
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1354
12/12 [==============================] - 0s 2ms/step - loss: 0.6577
12/12 [==============================] - 0s 2ms/step - loss: 0.6577
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1289
12/12 [==============================] - 0s 2ms/step - loss: 0.6552
12/12 [==============================] - 0s 2ms/step - loss: 0.6552
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.6572
12/12 [==============================] - 0s 2ms/step - loss: 0.6572
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1292
12/12 [==============================] - 0s 2ms/step - loss: 0.6544
12/12 [==============================] - 0s 2ms/step - loss: 0.6544
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1354
12/12 [==============================] - 0s 2ms/step - loss: 0.6557
12/12 [==============================] - 0s 2ms/step - loss: 0.6557
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1307
12/12 [==============================] - 0s 2ms/step - loss: 0.6539
12/12 [==============================] - 0s 3ms/step - loss: 0.6539
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1349
12/12 [==============================] - 0s 2ms/step - loss: 0.6547
12/12 [==============================] - 0s 2ms/step - loss: 0.6547
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1305
12/12 [==============================] - 0s 2ms/step - loss: 0.6530
12/12 [==============================] - 0s 2ms/step - loss: 0.6530
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1338
12/12 [==============================] - 0s 2ms/step - loss: 0.6535
12/12 [==============================] - 0s 2ms/step - loss: 0.6535
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1316
12/12 [==============================] - 0s 2ms/step - loss: 0.6524
12/12 [==============================] - 0s 2ms/step - loss: 0.6524
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1321
12/12 [==============================] - 0s 2ms/step - loss: 0.6521
12/12 [==============================] - 0s 2ms/step - loss: 0.6521
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1319
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1306
12/12 [==============================] - 0s 2ms/step - loss: 0.6510
12/12 [==============================] - 0s 2ms/step - loss: 0.6510
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1312
12/12 [==============================] - 0s 2ms/step - loss: 0.6508
12/12 [==============================] - 0s 2ms/step - loss: 0.6508
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1299
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1308
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1295
12/12 [==============================] - 0s 2ms/step - loss: 0.6495
12/12 [==============================] - 0s 2ms/step - loss: 0.6495
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1296
12/12 [==============================] - 0s 2ms/step - loss: 0.6493
12/12 [==============================] - 0s 2ms/step - loss: 0.6493
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1293
12/12 [==============================] - 0s 2ms/step - loss: 0.6490
12/12 [==============================] - 0s 3ms/step - loss: 0.6490
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1281
12/12 [==============================] - 0s 2ms/step - loss: 0.6485
12/12 [==============================] - 0s 2ms/step - loss: 0.6485
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1280
12/12 [==============================] - 0s 2ms/step - loss: 0.6483
12/12 [==============================] - 0s 2ms/step - loss: 0.6483
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1265
12/12 [==============================] - 0s 2ms/step - loss: 0.6477
12/12 [==============================] - 0s 2ms/step - loss: 0.6477
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1277
12/12 [==============================] - 0s 2ms/step - loss: 0.6477
12/12 [==============================] - 0s 2ms/step - loss: 0.6477
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1270
12/12 [==============================] - 0s 2ms/step - loss: 0.6473
12/12 [==============================] - 0s 2ms/step - loss: 0.6473
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1261
12/12 [==============================] - 0s 2ms/step - loss: 0.6468
12/12 [==============================] - 0s 2ms/step - loss: 0.6468
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1263
12/12 [==============================] - 0s 2ms/step - loss: 0.6466
12/12 [==============================] - 0s 2ms/step - loss: 0.6466
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1253
12/12 [==============================] - 0s 2ms/step - loss: 0.6461
12/12 [==============================] - 0s 2ms/step - loss: 0.6461
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1255
12/12 [==============================] - 0s 2ms/step - loss: 0.6459
12/12 [==============================] - 0s 2ms/step - loss: 0.6459
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1255
12/12 [==============================] - 0s 2ms/step - loss: 0.6456
12/12 [==============================] - 0s 2ms/step - loss: 0.6456
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1247
12/12 [==============================] - 0s 2ms/step - loss: 0.6453
12/12 [==============================] - 0s 2ms/step - loss: 0.6453
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1249
12/12 [==============================] - 0s 2ms/step - loss: 0.6452
12/12 [==============================] - 0s 2ms/step - loss: 0.6452
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1241
12/12 [==============================] - 0s 2ms/step - loss: 0.6448
12/12 [==============================] - 0s 2ms/step - loss: 0.6448
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1239
12/12 [==============================] - 0s 2ms/step - loss: 0.6446
12/12 [==============================] - 0s 2ms/step - loss: 0.6446
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1233
12/12 [==============================] - 0s 2ms/step - loss: 0.6444
12/12 [==============================] - 0s 2ms/step - loss: 0.6444
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.6443
12/12 [==============================] - 0s 2ms/step - loss: 0.6443
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1225
12/12 [==============================] - 0s 2ms/step - loss: 0.6438
12/12 [==============================] - 0s 2ms/step - loss: 0.6438
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1242
12/12 [==============================] - 0s 2ms/step - loss: 0.6439
12/12 [==============================] - 0s 2ms/step - loss: 0.6439
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1224
12/12 [==============================] - 0s 2ms/step - loss: 0.6434
12/12 [==============================] - 0s 2ms/step - loss: 0.6434
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1241
12/12 [==============================] - 0s 2ms/step - loss: 0.6436
12/12 [==============================] - 0s 2ms/step - loss: 0.6436
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1220
12/12 [==============================] - 0s 2ms/step - loss: 0.6431
12/12 [==============================] - 0s 2ms/step - loss: 0.6431
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1252
12/12 [==============================] - 0s 2ms/step - loss: 0.6434
12/12 [==============================] - 0s 2ms/step - loss: 0.6434
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1197
12/12 [==============================] - 0s 2ms/step - loss: 0.6423
12/12 [==============================] - 0s 2ms/step - loss: 0.6423
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1279
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1188
12/12 [==============================] - 0s 2ms/step - loss: 0.6418
12/12 [==============================] - 0s 2ms/step - loss: 0.6418
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1304
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1179
12/12 [==============================] - 0s 2ms/step - loss: 0.6413
12/12 [==============================] - 0s 2ms/step - loss: 0.6413
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1359
12/12 [==============================] - 0s 2ms/step - loss: 0.6441
12/12 [==============================] - 0s 2ms/step - loss: 0.6441
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.6407
12/12 [==============================] - 0s 2ms/step - loss: 0.6407
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.6440
12/12 [==============================] - 0s 2ms/step - loss: 0.6440
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1363
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
12/12 [==============================] - 0s 2ms/step - loss: 0.6435
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 2ms/step - loss: 0.6433
12/12 [==============================] - 0s 2ms/step - loss: 0.6433
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1172
12/12 [==============================] - 0s 2ms/step - loss: 0.6401
12/12 [==============================] - 0s 2ms/step - loss: 0.6401
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1380
12/12 [==============================] - 0s 2ms/step - loss: 0.6431
12/12 [==============================] - 0s 2ms/step - loss: 0.6431
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.6427
12/12 [==============================] - 0s 2ms/step - loss: 0.6427
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1177
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1351
12/12 [==============================] - 0s 2ms/step - loss: 0.6423
12/12 [==============================] - 0s 2ms/step - loss: 0.6423
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1338
12/12 [==============================] - 0s 2ms/step - loss: 0.6423
12/12 [==============================] - 0s 2ms/step - loss: 0.6423
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1187
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.6427
12/12 [==============================] - 0s 2ms/step - loss: 0.6427
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1395
12/12 [==============================] - 0s 3ms/step - loss: 0.6430
12/12 [==============================] - 0s 3ms/step - loss: 0.6430
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1180
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1394
12/12 [==============================] - 0s 2ms/step - loss: 0.6430
12/12 [==============================] - 0s 2ms/step - loss: 0.6430
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1182
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1358
12/12 [==============================] - 0s 2ms/step - loss: 0.6428
12/12 [==============================] - 0s 2ms/step - loss: 0.6428
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1187
12/12 [==============================] - 0s 2ms/step - loss: 0.6404
12/12 [==============================] - 0s 2ms/step - loss: 0.6404
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.6428
12/12 [==============================] - 0s 2ms/step - loss: 0.6428
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1186
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1334
12/12 [==============================] - 0s 2ms/step - loss: 0.6424
12/12 [==============================] - 0s 2ms/step - loss: 0.6424
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1189
12/12 [==============================] - 0s 2ms/step - loss: 0.6408
12/12 [==============================] - 0s 2ms/step - loss: 0.6408
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1305
12/12 [==============================] - 0s 2ms/step - loss: 0.6421
12/12 [==============================] - 0s 2ms/step - loss: 0.6421
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.3720
12/12 [==============================] - 0s 2ms/step - loss: 0.8283
12/12 [==============================] - 0s 2ms/step - loss: 0.8283
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.3567
12/12 [==============================] - 0s 2ms/step - loss: 0.8219
12/12 [==============================] - 0s 2ms/step - loss: 0.8219
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.3503
12/12 [==============================] - 0s 2ms/step - loss: 0.8199
12/12 [==============================] - 0s 2ms/step - loss: 0.8199
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.3445
12/12 [==============================] - 0s 2ms/step - loss: 0.8184
12/12 [==============================] - 0s 2ms/step - loss: 0.8184
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.3386
12/12 [==============================] - 0s 2ms/step - loss: 0.8170
12/12 [==============================] - 0s 2ms/step - loss: 0.8170
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.3324
12/12 [==============================] - 0s 2ms/step - loss: 0.8157
12/12 [==============================] - 0s 2ms/step - loss: 0.8157
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.3260
12/12 [==============================] - 0s 2ms/step - loss: 0.8143
12/12 [==============================] - 0s 2ms/step - loss: 0.8143
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.3192
12/12 [==============================] - 0s 2ms/step - loss: 0.8129
12/12 [==============================] - 0s 2ms/step - loss: 0.8129
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.3120
12/12 [==============================] - 0s 2ms/step - loss: 0.8113
12/12 [==============================] - 0s 3ms/step - loss: 0.8113
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.3046
12/12 [==============================] - 0s 2ms/step - loss: 0.8096
12/12 [==============================] - 0s 2ms/step - loss: 0.8096
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.2969
12/12 [==============================] - 0s 2ms/step - loss: 0.8077
12/12 [==============================] - 0s 2ms/step - loss: 0.8077
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.2891
12/12 [==============================] - 0s 2ms/step - loss: 0.8057
12/12 [==============================] - 0s 2ms/step - loss: 0.8057
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.2812
12/12 [==============================] - 0s 2ms/step - loss: 0.8036
12/12 [==============================] - 0s 2ms/step - loss: 0.8036
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.2730
12/12 [==============================] - 0s 2ms/step - loss: 0.8015
12/12 [==============================] - 0s 2ms/step - loss: 0.8015
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.2644
12/12 [==============================] - 0s 2ms/step - loss: 0.7994
12/12 [==============================] - 0s 2ms/step - loss: 0.7994
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.2557
12/12 [==============================] - 0s 2ms/step - loss: 0.7972
12/12 [==============================] - 0s 2ms/step - loss: 0.7972
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.2468
12/12 [==============================] - 0s 2ms/step - loss: 0.7947
12/12 [==============================] - 0s 2ms/step - loss: 0.7947
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.2382
12/12 [==============================] - 0s 2ms/step - loss: 0.7925
12/12 [==============================] - 0s 2ms/step - loss: 0.7925
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.2302
12/12 [==============================] - 0s 2ms/step - loss: 0.7903
12/12 [==============================] - 0s 2ms/step - loss: 0.7903
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.2229
12/12 [==============================] - 0s 2ms/step - loss: 0.7882
12/12 [==============================] - 0s 2ms/step - loss: 0.7882
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.2161
12/12 [==============================] - 0s 2ms/step - loss: 0.7863
12/12 [==============================] - 0s 2ms/step - loss: 0.7863
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.2100
12/12 [==============================] - 0s 2ms/step - loss: 0.7843
12/12 [==============================] - 0s 2ms/step - loss: 0.7843
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.2044
12/12 [==============================] - 0s 2ms/step - loss: 0.7824
12/12 [==============================] - 0s 2ms/step - loss: 0.7824
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.1994
12/12 [==============================] - 0s 2ms/step - loss: 0.7805
12/12 [==============================] - 0s 2ms/step - loss: 0.7805
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.1948
12/12 [==============================] - 0s 2ms/step - loss: 0.7787
12/12 [==============================] - 0s 2ms/step - loss: 0.7787
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.1906
12/12 [==============================] - 0s 2ms/step - loss: 0.7769
12/12 [==============================] - 0s 2ms/step - loss: 0.7769
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.1868
12/12 [==============================] - 0s 2ms/step - loss: 0.7752
12/12 [==============================] - 0s 2ms/step - loss: 0.7752
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.1832
12/12 [==============================] - 0s 2ms/step - loss: 0.7736
12/12 [==============================] - 0s 3ms/step - loss: 0.7736
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.1799
12/12 [==============================] - 0s 2ms/step - loss: 0.7719
12/12 [==============================] - 0s 2ms/step - loss: 0.7719
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.1769
12/12 [==============================] - 0s 2ms/step - loss: 0.7702
12/12 [==============================] - 0s 2ms/step - loss: 0.7702
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.1742
12/12 [==============================] - 0s 2ms/step - loss: 0.7685
12/12 [==============================] - 0s 2ms/step - loss: 0.7685
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.1717
12/12 [==============================] - 0s 2ms/step - loss: 0.7667
12/12 [==============================] - 0s 2ms/step - loss: 0.7667
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.1694
12/12 [==============================] - 0s 2ms/step - loss: 0.7649
12/12 [==============================] - 0s 2ms/step - loss: 0.7649
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.1673
12/12 [==============================] - 0s 2ms/step - loss: 0.7631
12/12 [==============================] - 0s 2ms/step - loss: 0.7631
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.1654
12/12 [==============================] - 0s 2ms/step - loss: 0.7612
12/12 [==============================] - 0s 2ms/step - loss: 0.7612
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.1635
12/12 [==============================] - 0s 2ms/step - loss: 0.7593
12/12 [==============================] - 0s 2ms/step - loss: 0.7593
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.1618
12/12 [==============================] - 0s 2ms/step - loss: 0.7573
12/12 [==============================] - 0s 2ms/step - loss: 0.7573
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.1602
12/12 [==============================] - 0s 2ms/step - loss: 0.7553
12/12 [==============================] - 0s 2ms/step - loss: 0.7553
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.1587
12/12 [==============================] - 0s 2ms/step - loss: 0.7533
12/12 [==============================] - 0s 2ms/step - loss: 0.7533
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.1572
12/12 [==============================] - 0s 2ms/step - loss: 0.7512
12/12 [==============================] - 0s 2ms/step - loss: 0.7512
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.1558
12/12 [==============================] - 0s 2ms/step - loss: 0.7491
12/12 [==============================] - 0s 2ms/step - loss: 0.7491
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.1545
12/12 [==============================] - 0s 2ms/step - loss: 0.7468
12/12 [==============================] - 0s 2ms/step - loss: 0.7468
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.1534
12/12 [==============================] - 0s 2ms/step - loss: 0.7445
12/12 [==============================] - 0s 2ms/step - loss: 0.7445
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.1523
12/12 [==============================] - 0s 2ms/step - loss: 0.7421
12/12 [==============================] - 0s 2ms/step - loss: 0.7421
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.1514
12/12 [==============================] - 0s 2ms/step - loss: 0.7395
12/12 [==============================] - 0s 2ms/step - loss: 0.7395
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.1506
12/12 [==============================] - 0s 2ms/step - loss: 0.7369
12/12 [==============================] - 0s 2ms/step - loss: 0.7369
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.1499
12/12 [==============================] - 0s 2ms/step - loss: 0.7341
12/12 [==============================] - 0s 2ms/step - loss: 0.7341
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.1493
12/12 [==============================] - 0s 2ms/step - loss: 0.7314
12/12 [==============================] - 0s 3ms/step - loss: 0.7314
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.1488
12/12 [==============================] - 0s 2ms/step - loss: 0.7293
12/12 [==============================] - 0s 2ms/step - loss: 0.7293
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.1484
12/12 [==============================] - 0s 2ms/step - loss: 0.7275
12/12 [==============================] - 0s 2ms/step - loss: 0.7275
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.1481
12/12 [==============================] - 0s 2ms/step - loss: 0.7258
12/12 [==============================] - 0s 2ms/step - loss: 0.7258
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.1478
12/12 [==============================] - 0s 2ms/step - loss: 0.7243
12/12 [==============================] - 0s 2ms/step - loss: 0.7243
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.1475
12/12 [==============================] - 0s 2ms/step - loss: 0.7230
12/12 [==============================] - 0s 2ms/step - loss: 0.7230
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.1472
12/12 [==============================] - 0s 2ms/step - loss: 0.7218
12/12 [==============================] - 0s 2ms/step - loss: 0.7218
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.1470
12/12 [==============================] - 0s 2ms/step - loss: 0.7207
12/12 [==============================] - 0s 2ms/step - loss: 0.7207
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.1468
12/12 [==============================] - 0s 2ms/step - loss: 0.7196
12/12 [==============================] - 0s 2ms/step - loss: 0.7196
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.7176
12/12 [==============================] - 0s 2ms/step - loss: 0.7176
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.7166
12/12 [==============================] - 0s 2ms/step - loss: 0.7166
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.7156
12/12 [==============================] - 0s 2ms/step - loss: 0.7156
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.7146
12/12 [==============================] - 0s 2ms/step - loss: 0.7146
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.7137
12/12 [==============================] - 0s 2ms/step - loss: 0.7137
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7113
12/12 [==============================] - 0s 2ms/step - loss: 0.7113
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7099
12/12 [==============================] - 0s 2ms/step - loss: 0.7099
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7091
12/12 [==============================] - 0s 3ms/step - loss: 0.7091
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7084
12/12 [==============================] - 0s 2ms/step - loss: 0.7084
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7077
12/12 [==============================] - 0s 2ms/step - loss: 0.7077
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7064
12/12 [==============================] - 0s 2ms/step - loss: 0.7064
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7052
12/12 [==============================] - 0s 2ms/step - loss: 0.7052
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 2ms/step - loss: 0.7045
12/12 [==============================] - 0s 2ms/step - loss: 0.7045
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.1468
12/12 [==============================] - 0s 2ms/step - loss: 0.7039
12/12 [==============================] - 0s 2ms/step - loss: 0.7039
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.1468
12/12 [==============================] - 0s 2ms/step - loss: 0.7033
12/12 [==============================] - 0s 2ms/step - loss: 0.7033
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.1469
12/12 [==============================] - 0s 2ms/step - loss: 0.7027
12/12 [==============================] - 0s 2ms/step - loss: 0.7027
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.1470
12/12 [==============================] - 0s 2ms/step - loss: 0.7022
12/12 [==============================] - 0s 2ms/step - loss: 0.7022
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.1471
12/12 [==============================] - 0s 2ms/step - loss: 0.7016
12/12 [==============================] - 0s 3ms/step - loss: 0.7016
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.1473
12/12 [==============================] - 0s 2ms/step - loss: 0.7010
12/12 [==============================] - 0s 2ms/step - loss: 0.7010
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.1476
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.1478
12/12 [==============================] - 0s 2ms/step - loss: 0.6998
12/12 [==============================] - 0s 2ms/step - loss: 0.6998
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.1482
12/12 [==============================] - 0s 2ms/step - loss: 0.6991
12/12 [==============================] - 0s 2ms/step - loss: 0.6991
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.1483
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.1488
12/12 [==============================] - 0s 2ms/step - loss: 0.6975
12/12 [==============================] - 0s 2ms/step - loss: 0.6975
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.1485
12/12 [==============================] - 0s 2ms/step - loss: 0.6965
12/12 [==============================] - 0s 2ms/step - loss: 0.6965
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.1490
12/12 [==============================] - 0s 2ms/step - loss: 0.6959
12/12 [==============================] - 0s 2ms/step - loss: 0.6959
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.1482
12/12 [==============================] - 0s 2ms/step - loss: 0.6947
12/12 [==============================] - 0s 2ms/step - loss: 0.6947
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.1485
12/12 [==============================] - 0s 2ms/step - loss: 0.6941
12/12 [==============================] - 0s 2ms/step - loss: 0.6941
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.1475
12/12 [==============================] - 0s 3ms/step - loss: 0.6930
12/12 [==============================] - 0s 3ms/step - loss: 0.6930
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.1476
12/12 [==============================] - 0s 3ms/step - loss: 0.6924
12/12 [==============================] - 0s 3ms/step - loss: 0.6924
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.1467
12/12 [==============================] - 0s 3ms/step - loss: 0.6914
12/12 [==============================] - 0s 3ms/step - loss: 0.6914
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.1465
12/12 [==============================] - 0s 3ms/step - loss: 0.6907
12/12 [==============================] - 0s 3ms/step - loss: 0.6907
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.1457
12/12 [==============================] - 0s 3ms/step - loss: 0.6898
12/12 [==============================] - 0s 4ms/step - loss: 0.6898
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.1452
12/12 [==============================] - 0s 3ms/step - loss: 0.6891
12/12 [==============================] - 0s 3ms/step - loss: 0.6891
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.1444
12/12 [==============================] - 0s 4ms/step - loss: 0.6884
12/12 [==============================] - 0s 4ms/step - loss: 0.6884
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.1436
12/12 [==============================] - 0s 3ms/step - loss: 0.6877
12/12 [==============================] - 0s 3ms/step - loss: 0.6877
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.1427
12/12 [==============================] - 0s 4ms/step - loss: 0.6869
12/12 [==============================] - 0s 4ms/step - loss: 0.6869
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.1418
12/12 [==============================] - 0s 3ms/step - loss: 0.6862
12/12 [==============================] - 0s 4ms/step - loss: 0.6862
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 1.1407
12/12 [==============================] - 0s 3ms/step - loss: 0.6854
12/12 [==============================] - 0s 4ms/step - loss: 0.6854
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 1.1397
12/12 [==============================] - 0s 4ms/step - loss: 0.6847
12/12 [==============================] - 0s 4ms/step - loss: 0.6847
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 1.1385
12/12 [==============================] - 0s 3ms/step - loss: 0.6839
12/12 [==============================] - 0s 3ms/step - loss: 0.6839
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 1.1372
12/12 [==============================] - 0s 3ms/step - loss: 0.6832
12/12 [==============================] - 0s 3ms/step - loss: 0.6832
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 1.1358
12/12 [==============================] - 0s 2ms/step - loss: 0.6824
12/12 [==============================] - 0s 3ms/step - loss: 0.6824
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 1.1343
12/12 [==============================] - 0s 2ms/step - loss: 0.6816
12/12 [==============================] - 0s 3ms/step - loss: 0.6816
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 1.1326
12/12 [==============================] - 0s 2ms/step - loss: 0.6808
12/12 [==============================] - 0s 3ms/step - loss: 0.6808
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 1.1309
12/12 [==============================] - 0s 2ms/step - loss: 0.6800
12/12 [==============================] - 0s 3ms/step - loss: 0.6800
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 1.1290
12/12 [==============================] - 0s 2ms/step - loss: 0.6791
12/12 [==============================] - 0s 2ms/step - loss: 0.6791
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 1.1270
12/12 [==============================] - 0s 2ms/step - loss: 0.6782
12/12 [==============================] - 0s 3ms/step - loss: 0.6782
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 1.1249
12/12 [==============================] - 0s 2ms/step - loss: 0.6773
12/12 [==============================] - 0s 3ms/step - loss: 0.6773
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 1.1226
12/12 [==============================] - 0s 2ms/step - loss: 0.6764
12/12 [==============================] - 0s 3ms/step - loss: 0.6764
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 1.1201
12/12 [==============================] - 0s 2ms/step - loss: 0.6754
12/12 [==============================] - 0s 3ms/step - loss: 0.6754
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 1.1175
12/12 [==============================] - 0s 2ms/step - loss: 0.6744
12/12 [==============================] - 0s 2ms/step - loss: 0.6744
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 1.1148
12/12 [==============================] - 0s 2ms/step - loss: 0.6734
12/12 [==============================] - 0s 3ms/step - loss: 0.6734
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 1.1119
12/12 [==============================] - 0s 2ms/step - loss: 0.6723
12/12 [==============================] - 0s 3ms/step - loss: 0.6723
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 1.1089
12/12 [==============================] - 0s 3ms/step - loss: 0.6711
12/12 [==============================] - 0s 3ms/step - loss: 0.6711
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 1.1057
12/12 [==============================] - 0s 3ms/step - loss: 0.6699
12/12 [==============================] - 0s 3ms/step - loss: 0.6699
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 1.1025
12/12 [==============================] - 0s 3ms/step - loss: 0.6687
12/12 [==============================] - 0s 3ms/step - loss: 0.6687
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 1.0990
12/12 [==============================] - 0s 2ms/step - loss: 0.6674
12/12 [==============================] - 0s 3ms/step - loss: 0.6674
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 1.0954
12/12 [==============================] - 0s 3ms/step - loss: 0.6661
12/12 [==============================] - 0s 3ms/step - loss: 0.6661
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 1.0914
12/12 [==============================] - 0s 3ms/step - loss: 0.6647
12/12 [==============================] - 0s 3ms/step - loss: 0.6647
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 1.0871
12/12 [==============================] - 0s 3ms/step - loss: 0.6632
12/12 [==============================] - 0s 3ms/step - loss: 0.6632
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 1.0822
12/12 [==============================] - 0s 3ms/step - loss: 0.6616
12/12 [==============================] - 0s 4ms/step - loss: 0.6616
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 1.0767
12/12 [==============================] - 0s 3ms/step - loss: 0.6599
12/12 [==============================] - 0s 3ms/step - loss: 0.6599
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 1.0706
12/12 [==============================] - 0s 3ms/step - loss: 0.6580
12/12 [==============================] - 0s 3ms/step - loss: 0.6580
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 1.0642
12/12 [==============================] - 0s 3ms/step - loss: 0.6559
12/12 [==============================] - 0s 3ms/step - loss: 0.6559
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 1.0578
12/12 [==============================] - 0s 3ms/step - loss: 0.6538
12/12 [==============================] - 0s 4ms/step - loss: 0.6538
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 1.0517
12/12 [==============================] - 0s 3ms/step - loss: 0.6515
12/12 [==============================] - 0s 4ms/step - loss: 0.6515
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 1.0462
12/12 [==============================] - 0s 3ms/step - loss: 0.6493
12/12 [==============================] - 0s 3ms/step - loss: 0.6493
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 1.0409
12/12 [==============================] - 0s 3ms/step - loss: 0.6472
12/12 [==============================] - 0s 3ms/step - loss: 0.6472
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 1.0356
12/12 [==============================] - 0s 3ms/step - loss: 0.6450
12/12 [==============================] - 0s 3ms/step - loss: 0.6450
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 1.0302
12/12 [==============================] - 0s 3ms/step - loss: 0.6428
12/12 [==============================] - 0s 3ms/step - loss: 0.6428
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 1.0247
12/12 [==============================] - 0s 3ms/step - loss: 0.6406
12/12 [==============================] - 0s 3ms/step - loss: 0.6406
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 1.0192
12/12 [==============================] - 0s 2ms/step - loss: 0.6383
12/12 [==============================] - 0s 3ms/step - loss: 0.6383
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 1.0136
12/12 [==============================] - 0s 3ms/step - loss: 0.6361
12/12 [==============================] - 0s 3ms/step - loss: 0.6361
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 1.0080
12/12 [==============================] - 0s 2ms/step - loss: 0.6338
12/12 [==============================] - 0s 3ms/step - loss: 0.6338
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 1.0024
12/12 [==============================] - 0s 2ms/step - loss: 0.6315
12/12 [==============================] - 0s 3ms/step - loss: 0.6315
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.9970
12/12 [==============================] - 0s 2ms/step - loss: 0.6293
12/12 [==============================] - 0s 3ms/step - loss: 0.6293
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.9914
12/12 [==============================] - 0s 2ms/step - loss: 0.6271
12/12 [==============================] - 0s 3ms/step - loss: 0.6271
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.9857
12/12 [==============================] - 0s 2ms/step - loss: 0.6249
12/12 [==============================] - 0s 3ms/step - loss: 0.6249
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.9802
12/12 [==============================] - 0s 2ms/step - loss: 0.6227
12/12 [==============================] - 0s 3ms/step - loss: 0.6227
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.9746
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
12/12 [==============================] - 0s 3ms/step - loss: 0.6205
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.9690
12/12 [==============================] - 0s 2ms/step - loss: 0.6184
12/12 [==============================] - 0s 3ms/step - loss: 0.6184
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.9634
12/12 [==============================] - 0s 2ms/step - loss: 0.6161
12/12 [==============================] - 0s 3ms/step - loss: 0.6161
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.9576
12/12 [==============================] - 0s 2ms/step - loss: 0.6140
12/12 [==============================] - 0s 3ms/step - loss: 0.6140
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.9519
12/12 [==============================] - 0s 2ms/step - loss: 0.6118
12/12 [==============================] - 0s 3ms/step - loss: 0.6118
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.9460
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
12/12 [==============================] - 0s 3ms/step - loss: 0.6098
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.9400
12/12 [==============================] - 0s 2ms/step - loss: 0.6077
12/12 [==============================] - 0s 3ms/step - loss: 0.6077
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.9336
12/12 [==============================] - 0s 3ms/step - loss: 0.6056
12/12 [==============================] - 0s 3ms/step - loss: 0.6056
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.9270
12/12 [==============================] - 0s 3ms/step - loss: 0.6034
12/12 [==============================] - 0s 3ms/step - loss: 0.6034
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.9200
12/12 [==============================] - 0s 3ms/step - loss: 0.6012
12/12 [==============================] - 0s 3ms/step - loss: 0.6012
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.9126
12/12 [==============================] - 0s 3ms/step - loss: 0.5990
12/12 [==============================] - 0s 3ms/step - loss: 0.5990
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.9044
12/12 [==============================] - 0s 3ms/step - loss: 0.5967
12/12 [==============================] - 0s 3ms/step - loss: 0.5967
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.8954
12/12 [==============================] - 0s 3ms/step - loss: 0.5942
12/12 [==============================] - 0s 3ms/step - loss: 0.5942
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.8855
12/12 [==============================] - 0s 3ms/step - loss: 0.5917
12/12 [==============================] - 0s 3ms/step - loss: 0.5917
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.8759
12/12 [==============================] - 0s 3ms/step - loss: 0.5892
12/12 [==============================] - 0s 3ms/step - loss: 0.5892
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.8671
12/12 [==============================] - 0s 3ms/step - loss: 0.5867
12/12 [==============================] - 0s 3ms/step - loss: 0.5867
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.8590
12/12 [==============================] - 0s 2ms/step - loss: 0.5844
12/12 [==============================] - 0s 3ms/step - loss: 0.5844
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.8515
12/12 [==============================] - 0s 3ms/step - loss: 0.5821
12/12 [==============================] - 0s 3ms/step - loss: 0.5821
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.8443
12/12 [==============================] - 0s 2ms/step - loss: 0.5798
12/12 [==============================] - 0s 3ms/step - loss: 0.5798
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.8373
12/12 [==============================] - 0s 3ms/step - loss: 0.5778
12/12 [==============================] - 0s 3ms/step - loss: 0.5778
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.8307
12/12 [==============================] - 0s 3ms/step - loss: 0.5756
12/12 [==============================] - 0s 3ms/step - loss: 0.5756
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.8243
12/12 [==============================] - 0s 3ms/step - loss: 0.5737
12/12 [==============================] - 0s 3ms/step - loss: 0.5737
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.8185
12/12 [==============================] - 0s 3ms/step - loss: 0.5717
12/12 [==============================] - 0s 3ms/step - loss: 0.5717
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.8130
12/12 [==============================] - 0s 3ms/step - loss: 0.5700
12/12 [==============================] - 0s 3ms/step - loss: 0.5700
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.8078
12/12 [==============================] - 0s 3ms/step - loss: 0.5681
12/12 [==============================] - 0s 3ms/step - loss: 0.5681
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.8027
12/12 [==============================] - 0s 3ms/step - loss: 0.5665
12/12 [==============================] - 0s 3ms/step - loss: 0.5665
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.7980
12/12 [==============================] - 0s 3ms/step - loss: 0.5648
12/12 [==============================] - 0s 3ms/step - loss: 0.5648
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.7932
12/12 [==============================] - 0s 3ms/step - loss: 0.5632
12/12 [==============================] - 0s 3ms/step - loss: 0.5632
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.7885
12/12 [==============================] - 0s 3ms/step - loss: 0.5616
12/12 [==============================] - 0s 3ms/step - loss: 0.5616
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.7840
12/12 [==============================] - 0s 3ms/step - loss: 0.5601
12/12 [==============================] - 0s 3ms/step - loss: 0.5601
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.7796
12/12 [==============================] - 0s 3ms/step - loss: 0.5588
12/12 [==============================] - 0s 3ms/step - loss: 0.5588
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.7753
12/12 [==============================] - 0s 3ms/step - loss: 0.5574
12/12 [==============================] - 0s 3ms/step - loss: 0.5574
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.7710
12/12 [==============================] - 0s 3ms/step - loss: 0.5561
12/12 [==============================] - 0s 3ms/step - loss: 0.5561
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.7668
12/12 [==============================] - 0s 2ms/step - loss: 0.5548
12/12 [==============================] - 0s 3ms/step - loss: 0.5548
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.7627
12/12 [==============================] - 0s 2ms/step - loss: 0.5535
12/12 [==============================] - 0s 3ms/step - loss: 0.5535
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.7586
12/12 [==============================] - 0s 2ms/step - loss: 0.5524
12/12 [==============================] - 0s 3ms/step - loss: 0.5524
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.7546
12/12 [==============================] - 0s 3ms/step - loss: 0.5512
12/12 [==============================] - 0s 3ms/step - loss: 0.5512
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.7507
12/12 [==============================] - 0s 3ms/step - loss: 0.5500
12/12 [==============================] - 0s 3ms/step - loss: 0.5500
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.7470
12/12 [==============================] - 0s 3ms/step - loss: 0.5489
12/12 [==============================] - 0s 3ms/step - loss: 0.5489
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.7435
12/12 [==============================] - 0s 3ms/step - loss: 0.5479
12/12 [==============================] - 0s 3ms/step - loss: 0.5479
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.7400
12/12 [==============================] - 0s 3ms/step - loss: 0.5469
12/12 [==============================] - 0s 3ms/step - loss: 0.5469
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.7367
12/12 [==============================] - 0s 2ms/step - loss: 0.5459
12/12 [==============================] - 0s 3ms/step - loss: 0.5459
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.7335
12/12 [==============================] - 0s 2ms/step - loss: 0.5449
12/12 [==============================] - 0s 4ms/step - loss: 0.5449
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.7303
12/12 [==============================] - 0s 3ms/step - loss: 0.5440
12/12 [==============================] - 0s 3ms/step - loss: 0.5440
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.7272
12/12 [==============================] - 0s 2ms/step - loss: 0.5430
12/12 [==============================] - 0s 3ms/step - loss: 0.5430
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.7242
12/12 [==============================] - 0s 3ms/step - loss: 0.5422
12/12 [==============================] - 0s 3ms/step - loss: 0.5422
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.7212
12/12 [==============================] - 0s 2ms/step - loss: 0.5413
12/12 [==============================] - 0s 3ms/step - loss: 0.5413
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.7183
12/12 [==============================] - 0s 3ms/step - loss: 0.5406
12/12 [==============================] - 0s 3ms/step - loss: 0.5406
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.7154
12/12 [==============================] - 0s 3ms/step - loss: 0.5398
12/12 [==============================] - 0s 3ms/step - loss: 0.5398
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.7126
12/12 [==============================] - 0s 3ms/step - loss: 0.5390
12/12 [==============================] - 0s 3ms/step - loss: 0.5390
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.7099
12/12 [==============================] - 0s 3ms/step - loss: 0.5383
12/12 [==============================] - 0s 3ms/step - loss: 0.5383
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.7073
12/12 [==============================] - 0s 3ms/step - loss: 0.5376
12/12 [==============================] - 0s 3ms/step - loss: 0.5376
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.7048
12/12 [==============================] - 0s 3ms/step - loss: 0.5370
12/12 [==============================] - 0s 3ms/step - loss: 0.5370
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.7023
12/12 [==============================] - 0s 3ms/step - loss: 0.5363
12/12 [==============================] - 0s 3ms/step - loss: 0.5363
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.6999
12/12 [==============================] - 0s 3ms/step - loss: 0.5357
12/12 [==============================] - 0s 3ms/step - loss: 0.5357
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.6975
12/12 [==============================] - 0s 3ms/step - loss: 0.5351
12/12 [==============================] - 0s 3ms/step - loss: 0.5351
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.6953
12/12 [==============================] - 0s 3ms/step - loss: 0.5345
12/12 [==============================] - 0s 3ms/step - loss: 0.5345
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.6931
12/12 [==============================] - 0s 3ms/step - loss: 0.5340
12/12 [==============================] - 0s 3ms/step - loss: 0.5340
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.6909
12/12 [==============================] - 0s 3ms/step - loss: 0.5334
12/12 [==============================] - 0s 3ms/step - loss: 0.5334
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.6887
12/12 [==============================] - 0s 3ms/step - loss: 0.5330
12/12 [==============================] - 0s 3ms/step - loss: 0.5330
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.6867
12/12 [==============================] - 0s 3ms/step - loss: 0.5325
12/12 [==============================] - 0s 3ms/step - loss: 0.5325
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.6846
12/12 [==============================] - 0s 3ms/step - loss: 0.5320
12/12 [==============================] - 0s 3ms/step - loss: 0.5320
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.6826
12/12 [==============================] - 0s 3ms/step - loss: 0.5315
12/12 [==============================] - 0s 3ms/step - loss: 0.5315
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.6806
12/12 [==============================] - 0s 3ms/step - loss: 0.5310
12/12 [==============================] - 0s 3ms/step - loss: 0.5310
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.6788
12/12 [==============================] - 0s 3ms/step - loss: 0.5306
12/12 [==============================] - 0s 3ms/step - loss: 0.5306
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.6772
12/12 [==============================] - 0s 3ms/step - loss: 0.5302
12/12 [==============================] - 0s 4ms/step - loss: 0.5302
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.6756
12/12 [==============================] - 0s 3ms/step - loss: 0.5299
12/12 [==============================] - 0s 3ms/step - loss: 0.5299
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.6740
12/12 [==============================] - 0s 3ms/step - loss: 0.5295
12/12 [==============================] - 0s 3ms/step - loss: 0.5295
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.6725
12/12 [==============================] - 0s 3ms/step - loss: 0.5293
12/12 [==============================] - 0s 3ms/step - loss: 0.5293
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.6711
12/12 [==============================] - 0s 3ms/step - loss: 0.5290
12/12 [==============================] - 0s 3ms/step - loss: 0.5290
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.6696
12/12 [==============================] - 0s 2ms/step - loss: 0.5287
12/12 [==============================] - 0s 3ms/step - loss: 0.5287
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.6682
12/12 [==============================] - 0s 3ms/step - loss: 0.5285
12/12 [==============================] - 0s 3ms/step - loss: 0.5285
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.6667
12/12 [==============================] - 0s 3ms/step - loss: 0.5282
12/12 [==============================] - 0s 3ms/step - loss: 0.5282
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.6653
12/12 [==============================] - 0s 3ms/step - loss: 0.5279
12/12 [==============================] - 0s 3ms/step - loss: 0.5279
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.6639
12/12 [==============================] - 0s 3ms/step - loss: 0.5276
12/12 [==============================] - 0s 3ms/step - loss: 0.5276
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.6626
12/12 [==============================] - 0s 2ms/step - loss: 0.5274
12/12 [==============================] - 0s 3ms/step - loss: 0.5274
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.6612
12/12 [==============================] - 0s 3ms/step - loss: 0.5271
12/12 [==============================] - 0s 3ms/step - loss: 0.5271
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.6599
12/12 [==============================] - 0s 3ms/step - loss: 0.5269
12/12 [==============================] - 0s 3ms/step - loss: 0.5269
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.6586
12/12 [==============================] - 0s 3ms/step - loss: 0.5267
12/12 [==============================] - 0s 3ms/step - loss: 0.5267
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.6573
12/12 [==============================] - 0s 2ms/step - loss: 0.5264
12/12 [==============================] - 0s 3ms/step - loss: 0.5264
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.6560
12/12 [==============================] - 0s 3ms/step - loss: 0.5262
12/12 [==============================] - 0s 3ms/step - loss: 0.5262
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.6548
12/12 [==============================] - 0s 3ms/step - loss: 0.5259
12/12 [==============================] - 0s 3ms/step - loss: 0.5259
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.6535
12/12 [==============================] - 0s 3ms/step - loss: 0.5257
12/12 [==============================] - 0s 3ms/step - loss: 0.5257
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.6523
12/12 [==============================] - 0s 3ms/step - loss: 0.5255
12/12 [==============================] - 0s 3ms/step - loss: 0.5255
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.6511
12/12 [==============================] - 0s 3ms/step - loss: 0.5253
12/12 [==============================] - 0s 3ms/step - loss: 0.5253
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.6500
12/12 [==============================] - 0s 3ms/step - loss: 0.5252
12/12 [==============================] - 0s 3ms/step - loss: 0.5252
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.6488
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 3ms/step - loss: 0.5250
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.6477
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 3ms/step - loss: 0.5248
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.6467
12/12 [==============================] - 0s 3ms/step - loss: 0.5246
12/12 [==============================] - 0s 3ms/step - loss: 0.5246
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.6457
12/12 [==============================] - 0s 3ms/step - loss: 0.5244
12/12 [==============================] - 0s 3ms/step - loss: 0.5244
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.6447
12/12 [==============================] - 0s 3ms/step - loss: 0.5242
12/12 [==============================] - 0s 3ms/step - loss: 0.5242
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.6438
12/12 [==============================] - 0s 2ms/step - loss: 0.5241
12/12 [==============================] - 0s 3ms/step - loss: 0.5241
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.6429
12/12 [==============================] - 0s 3ms/step - loss: 0.5239
12/12 [==============================] - 0s 3ms/step - loss: 0.5239
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.6420
12/12 [==============================] - 0s 3ms/step - loss: 0.5237
12/12 [==============================] - 0s 3ms/step - loss: 0.5237
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.6411
12/12 [==============================] - 0s 3ms/step - loss: 0.5236
12/12 [==============================] - 0s 3ms/step - loss: 0.5236
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.6403
12/12 [==============================] - 0s 3ms/step - loss: 0.5234
12/12 [==============================] - 0s 3ms/step - loss: 0.5234
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.6394
12/12 [==============================] - 0s 3ms/step - loss: 0.5232
12/12 [==============================] - 0s 3ms/step - loss: 0.5232
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.6386
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
12/12 [==============================] - 0s 3ms/step - loss: 0.5231
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.6378
12/12 [==============================] - 0s 2ms/step - loss: 0.5230
12/12 [==============================] - 0s 3ms/step - loss: 0.5230
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.6370
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.6362
12/12 [==============================] - 0s 2ms/step - loss: 0.5227
12/12 [==============================] - 0s 3ms/step - loss: 0.5227
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.6354
12/12 [==============================] - 0s 2ms/step - loss: 0.5226
12/12 [==============================] - 0s 3ms/step - loss: 0.5226
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.6346
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
12/12 [==============================] - 0s 3ms/step - loss: 0.5225
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.6338
12/12 [==============================] - 0s 3ms/step - loss: 0.5224
12/12 [==============================] - 0s 3ms/step - loss: 0.5224
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.6330
12/12 [==============================] - 0s 2ms/step - loss: 0.5223
12/12 [==============================] - 0s 3ms/step - loss: 0.5223
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.6323
12/12 [==============================] - 0s 3ms/step - loss: 0.5222
12/12 [==============================] - 0s 3ms/step - loss: 0.5222
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.6315
12/12 [==============================] - 0s 2ms/step - loss: 0.5220
12/12 [==============================] - 0s 3ms/step - loss: 0.5220
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.6307
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
12/12 [==============================] - 0s 3ms/step - loss: 0.5219
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.1850
12/12 [==============================] - 0s 2ms/step - loss: 0.7540
12/12 [==============================] - 0s 3ms/step - loss: 0.7540
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.1845
12/12 [==============================] - 0s 2ms/step - loss: 0.7497
12/12 [==============================] - 0s 3ms/step - loss: 0.7497
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.1853
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
12/12 [==============================] - 0s 3ms/step - loss: 0.7465
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.1858
12/12 [==============================] - 0s 2ms/step - loss: 0.7428
12/12 [==============================] - 0s 3ms/step - loss: 0.7428
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.1863
12/12 [==============================] - 0s 3ms/step - loss: 0.7378
12/12 [==============================] - 0s 3ms/step - loss: 0.7378
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.1866
12/12 [==============================] - 0s 3ms/step - loss: 0.7303
12/12 [==============================] - 0s 3ms/step - loss: 0.7303
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.1866
12/12 [==============================] - 0s 3ms/step - loss: 0.7193
12/12 [==============================] - 0s 3ms/step - loss: 0.7193
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.1861
12/12 [==============================] - 0s 3ms/step - loss: 0.7040
12/12 [==============================] - 0s 3ms/step - loss: 0.7040
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.1845
12/12 [==============================] - 0s 3ms/step - loss: 0.6841
12/12 [==============================] - 0s 3ms/step - loss: 0.6841
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.1802
12/12 [==============================] - 0s 2ms/step - loss: 0.6610
12/12 [==============================] - 0s 3ms/step - loss: 0.6610
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.1703
12/12 [==============================] - 0s 2ms/step - loss: 0.6381
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.1546
12/12 [==============================] - 0s 2ms/step - loss: 0.6183
12/12 [==============================] - 0s 3ms/step - loss: 0.6183
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.6026
12/12 [==============================] - 0s 3ms/step - loss: 0.6026
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.1181
12/12 [==============================] - 0s 3ms/step - loss: 0.5905
12/12 [==============================] - 0s 3ms/step - loss: 0.5905
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.1000
12/12 [==============================] - 0s 2ms/step - loss: 0.5815
12/12 [==============================] - 0s 3ms/step - loss: 0.5815
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.0836
12/12 [==============================] - 0s 2ms/step - loss: 0.5744
12/12 [==============================] - 0s 3ms/step - loss: 0.5744
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.0687
12/12 [==============================] - 0s 3ms/step - loss: 0.5690
12/12 [==============================] - 0s 3ms/step - loss: 0.5690
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.0561
12/12 [==============================] - 0s 2ms/step - loss: 0.5638
12/12 [==============================] - 0s 3ms/step - loss: 0.5638
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.0443
12/12 [==============================] - 0s 2ms/step - loss: 0.5603
12/12 [==============================] - 0s 3ms/step - loss: 0.5603
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.5563
12/12 [==============================] - 0s 3ms/step - loss: 0.5563
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.0269
12/12 [==============================] - 0s 2ms/step - loss: 0.5532
12/12 [==============================] - 0s 3ms/step - loss: 0.5532
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.0207
12/12 [==============================] - 0s 2ms/step - loss: 0.5502
12/12 [==============================] - 0s 3ms/step - loss: 0.5502
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.0164
12/12 [==============================] - 0s 2ms/step - loss: 0.5476
12/12 [==============================] - 0s 3ms/step - loss: 0.5476
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.0143
12/12 [==============================] - 0s 2ms/step - loss: 0.5451
12/12 [==============================] - 0s 3ms/step - loss: 0.5451
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.0144
12/12 [==============================] - 0s 2ms/step - loss: 0.5438
12/12 [==============================] - 0s 3ms/step - loss: 0.5438
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.0197
12/12 [==============================] - 0s 3ms/step - loss: 0.5407
12/12 [==============================] - 0s 3ms/step - loss: 0.5407
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.0241
12/12 [==============================] - 0s 3ms/step - loss: 0.5491
12/12 [==============================] - 0s 3ms/step - loss: 0.5491
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.0615
12/12 [==============================] - 0s 3ms/step - loss: 0.5199
12/12 [==============================] - 0s 3ms/step - loss: 0.5199
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.9875
12/12 [==============================] - 0s 3ms/step - loss: 0.7882
12/12 [==============================] - 0s 3ms/step - loss: 0.7882
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.0386
12/12 [==============================] - 0s 3ms/step - loss: 0.6629
12/12 [==============================] - 0s 3ms/step - loss: 0.6629
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.3021
12/12 [==============================] - 0s 3ms/step - loss: 0.7695
12/12 [==============================] - 0s 3ms/step - loss: 0.7695
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.2064
12/12 [==============================] - 0s 3ms/step - loss: 0.5236
12/12 [==============================] - 0s 3ms/step - loss: 0.5236
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.9240
12/12 [==============================] - 0s 3ms/step - loss: 0.8196
12/12 [==============================] - 0s 3ms/step - loss: 0.8196
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.9083
12/12 [==============================] - 0s 3ms/step - loss: 0.8117
12/12 [==============================] - 0s 3ms/step - loss: 0.8117
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.9101
12/12 [==============================] - 0s 2ms/step - loss: 0.8049
12/12 [==============================] - 0s 3ms/step - loss: 0.8049
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.9159
12/12 [==============================] - 0s 2ms/step - loss: 0.7990
12/12 [==============================] - 0s 3ms/step - loss: 0.7990
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.9225
12/12 [==============================] - 0s 2ms/step - loss: 0.7941
12/12 [==============================] - 0s 3ms/step - loss: 0.7941
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.9291
12/12 [==============================] - 0s 2ms/step - loss: 0.7900
12/12 [==============================] - 0s 3ms/step - loss: 0.7900
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.9353
12/12 [==============================] - 0s 2ms/step - loss: 0.7864
12/12 [==============================] - 0s 3ms/step - loss: 0.7864
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.9411
12/12 [==============================] - 0s 2ms/step - loss: 0.7834
12/12 [==============================] - 0s 3ms/step - loss: 0.7834
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.9466
12/12 [==============================] - 0s 2ms/step - loss: 0.7807
12/12 [==============================] - 0s 2ms/step - loss: 0.7807
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.9517
12/12 [==============================] - 0s 3ms/step - loss: 0.7783
12/12 [==============================] - 0s 3ms/step - loss: 0.7783
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.9566
12/12 [==============================] - 0s 3ms/step - loss: 0.7761
12/12 [==============================] - 0s 3ms/step - loss: 0.7761
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.9613
12/12 [==============================] - 0s 2ms/step - loss: 0.7742
12/12 [==============================] - 0s 3ms/step - loss: 0.7742
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.9656
12/12 [==============================] - 0s 2ms/step - loss: 0.7726
12/12 [==============================] - 0s 3ms/step - loss: 0.7726
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.9695
12/12 [==============================] - 0s 2ms/step - loss: 0.7712
12/12 [==============================] - 0s 3ms/step - loss: 0.7712
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.9731
12/12 [==============================] - 0s 2ms/step - loss: 0.7700
12/12 [==============================] - 0s 3ms/step - loss: 0.7700
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.9766
12/12 [==============================] - 0s 2ms/step - loss: 0.7688
12/12 [==============================] - 0s 3ms/step - loss: 0.7688
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.9800
12/12 [==============================] - 0s 2ms/step - loss: 0.7677
12/12 [==============================] - 0s 3ms/step - loss: 0.7677
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.9833
12/12 [==============================] - 0s 3ms/step - loss: 0.7666
12/12 [==============================] - 0s 3ms/step - loss: 0.7666
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.9865
12/12 [==============================] - 0s 2ms/step - loss: 0.7657
12/12 [==============================] - 0s 3ms/step - loss: 0.7657
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.9896
12/12 [==============================] - 0s 2ms/step - loss: 0.7649
12/12 [==============================] - 0s 3ms/step - loss: 0.7649
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.9926
12/12 [==============================] - 0s 2ms/step - loss: 0.7641
12/12 [==============================] - 0s 3ms/step - loss: 0.7641
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.9955
12/12 [==============================] - 0s 2ms/step - loss: 0.7633
12/12 [==============================] - 0s 3ms/step - loss: 0.7633
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.9983
12/12 [==============================] - 0s 3ms/step - loss: 0.7627
12/12 [==============================] - 0s 3ms/step - loss: 0.7627
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.0011
12/12 [==============================] - 0s 2ms/step - loss: 0.7620
12/12 [==============================] - 0s 3ms/step - loss: 0.7620
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.0038
12/12 [==============================] - 0s 2ms/step - loss: 0.7614
12/12 [==============================] - 0s 2ms/step - loss: 0.7614
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.0065
12/12 [==============================] - 0s 2ms/step - loss: 0.7607
12/12 [==============================] - 0s 2ms/step - loss: 0.7607
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.0092
12/12 [==============================] - 0s 2ms/step - loss: 0.7601
12/12 [==============================] - 0s 2ms/step - loss: 0.7601
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.0118
12/12 [==============================] - 0s 2ms/step - loss: 0.7596
12/12 [==============================] - 0s 2ms/step - loss: 0.7596
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.0143
12/12 [==============================] - 0s 2ms/step - loss: 0.7591
12/12 [==============================] - 0s 2ms/step - loss: 0.7591
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.0169
12/12 [==============================] - 0s 2ms/step - loss: 0.7585
12/12 [==============================] - 0s 2ms/step - loss: 0.7585
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.0194
12/12 [==============================] - 0s 2ms/step - loss: 0.7581
12/12 [==============================] - 0s 2ms/step - loss: 0.7581
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.0217
12/12 [==============================] - 0s 2ms/step - loss: 0.7576
12/12 [==============================] - 0s 2ms/step - loss: 0.7576
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.0240
12/12 [==============================] - 0s 2ms/step - loss: 0.7572
12/12 [==============================] - 0s 2ms/step - loss: 0.7572
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.0262
12/12 [==============================] - 0s 2ms/step - loss: 0.7567
12/12 [==============================] - 0s 3ms/step - loss: 0.7567
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.0284
12/12 [==============================] - 0s 2ms/step - loss: 0.7563
12/12 [==============================] - 0s 2ms/step - loss: 0.7563
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.0306
12/12 [==============================] - 0s 2ms/step - loss: 0.7559
12/12 [==============================] - 0s 2ms/step - loss: 0.7559
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.0327
12/12 [==============================] - 0s 2ms/step - loss: 0.7555
12/12 [==============================] - 0s 2ms/step - loss: 0.7555
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.7552
12/12 [==============================] - 0s 3ms/step - loss: 0.7552
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.0370
12/12 [==============================] - 0s 2ms/step - loss: 0.7548
12/12 [==============================] - 0s 2ms/step - loss: 0.7548
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.0391
12/12 [==============================] - 0s 2ms/step - loss: 0.7545
12/12 [==============================] - 0s 3ms/step - loss: 0.7545
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.0411
12/12 [==============================] - 0s 2ms/step - loss: 0.7541
12/12 [==============================] - 0s 3ms/step - loss: 0.7541
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.0431
12/12 [==============================] - 0s 2ms/step - loss: 0.7538
12/12 [==============================] - 0s 3ms/step - loss: 0.7538
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.0450
12/12 [==============================] - 0s 2ms/step - loss: 0.7535
12/12 [==============================] - 0s 2ms/step - loss: 0.7535
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.0470
12/12 [==============================] - 0s 2ms/step - loss: 0.7532
12/12 [==============================] - 0s 2ms/step - loss: 0.7532
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.0489
12/12 [==============================] - 0s 2ms/step - loss: 0.7529
12/12 [==============================] - 0s 2ms/step - loss: 0.7529
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.0508
12/12 [==============================] - 0s 2ms/step - loss: 0.7526
12/12 [==============================] - 0s 2ms/step - loss: 0.7526
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.0526
12/12 [==============================] - 0s 2ms/step - loss: 0.7524
12/12 [==============================] - 0s 3ms/step - loss: 0.7524
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.0544
12/12 [==============================] - 0s 2ms/step - loss: 0.7521
12/12 [==============================] - 0s 2ms/step - loss: 0.7521
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.0561
12/12 [==============================] - 0s 2ms/step - loss: 0.7519
12/12 [==============================] - 0s 2ms/step - loss: 0.7519
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.0577
12/12 [==============================] - 0s 2ms/step - loss: 0.7517
12/12 [==============================] - 0s 2ms/step - loss: 0.7517
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.0593
12/12 [==============================] - 0s 2ms/step - loss: 0.7515
12/12 [==============================] - 0s 3ms/step - loss: 0.7515
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.0607
12/12 [==============================] - 0s 2ms/step - loss: 0.7513
12/12 [==============================] - 0s 2ms/step - loss: 0.7513
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.0621
12/12 [==============================] - 0s 2ms/step - loss: 0.7511
12/12 [==============================] - 0s 2ms/step - loss: 0.7511
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.0636
12/12 [==============================] - 0s 2ms/step - loss: 0.7509
12/12 [==============================] - 0s 2ms/step - loss: 0.7509
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.0650
12/12 [==============================] - 0s 2ms/step - loss: 0.7507
12/12 [==============================] - 0s 3ms/step - loss: 0.7507
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.0663
12/12 [==============================] - 0s 2ms/step - loss: 0.7505
12/12 [==============================] - 0s 2ms/step - loss: 0.7505
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.0677
12/12 [==============================] - 0s 2ms/step - loss: 0.7504
12/12 [==============================] - 0s 2ms/step - loss: 0.7504
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.0691
12/12 [==============================] - 0s 2ms/step - loss: 0.7502
12/12 [==============================] - 0s 3ms/step - loss: 0.7502
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.0705
12/12 [==============================] - 0s 2ms/step - loss: 0.7500
12/12 [==============================] - 0s 2ms/step - loss: 0.7500
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 1.0719
12/12 [==============================] - 0s 2ms/step - loss: 0.7498
12/12 [==============================] - 0s 2ms/step - loss: 0.7498
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 1.0732
12/12 [==============================] - 0s 2ms/step - loss: 0.7497
12/12 [==============================] - 0s 2ms/step - loss: 0.7497
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 1.0746
12/12 [==============================] - 0s 2ms/step - loss: 0.7495
12/12 [==============================] - 0s 2ms/step - loss: 0.7495
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 1.0759
12/12 [==============================] - 0s 2ms/step - loss: 0.7494
12/12 [==============================] - 0s 3ms/step - loss: 0.7494
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 1.0772
12/12 [==============================] - 0s 3ms/step - loss: 0.7492
12/12 [==============================] - 0s 3ms/step - loss: 0.7492
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 1.0785
12/12 [==============================] - 0s 2ms/step - loss: 0.7491
12/12 [==============================] - 0s 3ms/step - loss: 0.7491
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 1.0797
12/12 [==============================] - 0s 2ms/step - loss: 0.7489
12/12 [==============================] - 0s 2ms/step - loss: 0.7489
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 1.0808
12/12 [==============================] - 0s 2ms/step - loss: 0.7488
12/12 [==============================] - 0s 2ms/step - loss: 0.7488
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 1.0819
12/12 [==============================] - 0s 2ms/step - loss: 0.7487
12/12 [==============================] - 0s 2ms/step - loss: 0.7487
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 1.0830
12/12 [==============================] - 0s 2ms/step - loss: 0.7485
12/12 [==============================] - 0s 2ms/step - loss: 0.7485
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 1.0840
12/12 [==============================] - 0s 2ms/step - loss: 0.7484
12/12 [==============================] - 0s 2ms/step - loss: 0.7484
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 1.0850
12/12 [==============================] - 0s 2ms/step - loss: 0.7483
12/12 [==============================] - 0s 2ms/step - loss: 0.7483
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 1.0860
12/12 [==============================] - 0s 2ms/step - loss: 0.7482
12/12 [==============================] - 0s 2ms/step - loss: 0.7482
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 1.0870
12/12 [==============================] - 0s 2ms/step - loss: 0.7481
12/12 [==============================] - 0s 2ms/step - loss: 0.7481
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 1.0880
12/12 [==============================] - 0s 2ms/step - loss: 0.7480
12/12 [==============================] - 0s 2ms/step - loss: 0.7480
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 1.0890
12/12 [==============================] - 0s 2ms/step - loss: 0.7479
12/12 [==============================] - 0s 3ms/step - loss: 0.7479
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 1.0899
12/12 [==============================] - 0s 2ms/step - loss: 0.7478
12/12 [==============================] - 0s 2ms/step - loss: 0.7478
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 1.0908
12/12 [==============================] - 0s 2ms/step - loss: 0.7478
12/12 [==============================] - 0s 2ms/step - loss: 0.7478
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 1.0916
12/12 [==============================] - 0s 2ms/step - loss: 0.7477
12/12 [==============================] - 0s 2ms/step - loss: 0.7477
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 1.0924
12/12 [==============================] - 0s 2ms/step - loss: 0.7476
12/12 [==============================] - 0s 2ms/step - loss: 0.7476
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 1.0931
12/12 [==============================] - 0s 2ms/step - loss: 0.7475
12/12 [==============================] - 0s 2ms/step - loss: 0.7475
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 1.0938
12/12 [==============================] - 0s 2ms/step - loss: 0.7475
12/12 [==============================] - 0s 2ms/step - loss: 0.7475
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 1.0945
12/12 [==============================] - 0s 2ms/step - loss: 0.7474
12/12 [==============================] - 0s 2ms/step - loss: 0.7474
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 1.0951
12/12 [==============================] - 0s 2ms/step - loss: 0.7474
12/12 [==============================] - 0s 2ms/step - loss: 0.7474
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 1.0957
12/12 [==============================] - 0s 2ms/step - loss: 0.7473
12/12 [==============================] - 0s 2ms/step - loss: 0.7473
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 1.0963
12/12 [==============================] - 0s 2ms/step - loss: 0.7472
12/12 [==============================] - 0s 3ms/step - loss: 0.7472
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 1.0968
12/12 [==============================] - 0s 2ms/step - loss: 0.7472
12/12 [==============================] - 0s 3ms/step - loss: 0.7472
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 1.0974
12/12 [==============================] - 0s 2ms/step - loss: 0.7471
12/12 [==============================] - 0s 2ms/step - loss: 0.7471
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 1.0979
12/12 [==============================] - 0s 2ms/step - loss: 0.7471
12/12 [==============================] - 0s 2ms/step - loss: 0.7471
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 1.0984
12/12 [==============================] - 0s 2ms/step - loss: 0.7470
12/12 [==============================] - 0s 2ms/step - loss: 0.7470
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 1.0989
12/12 [==============================] - 0s 2ms/step - loss: 0.7470
12/12 [==============================] - 0s 3ms/step - loss: 0.7470
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 1.0995
12/12 [==============================] - 0s 2ms/step - loss: 0.7469
12/12 [==============================] - 0s 2ms/step - loss: 0.7469
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 1.1000
12/12 [==============================] - 0s 2ms/step - loss: 0.7469
12/12 [==============================] - 0s 2ms/step - loss: 0.7469
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 1.1005
12/12 [==============================] - 0s 2ms/step - loss: 0.7468
12/12 [==============================] - 0s 2ms/step - loss: 0.7468
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 1.1010
12/12 [==============================] - 0s 2ms/step - loss: 0.7468
12/12 [==============================] - 0s 2ms/step - loss: 0.7468
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 1.1015
12/12 [==============================] - 0s 2ms/step - loss: 0.7467
12/12 [==============================] - 0s 2ms/step - loss: 0.7467
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 1.1020
12/12 [==============================] - 0s 2ms/step - loss: 0.7467
12/12 [==============================] - 0s 2ms/step - loss: 0.7467
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 1.1025
12/12 [==============================] - 0s 2ms/step - loss: 0.7467
12/12 [==============================] - 0s 2ms/step - loss: 0.7467
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 1.1030
12/12 [==============================] - 0s 2ms/step - loss: 0.7466
12/12 [==============================] - 0s 2ms/step - loss: 0.7466
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 1.1035
12/12 [==============================] - 0s 2ms/step - loss: 0.7466
12/12 [==============================] - 0s 2ms/step - loss: 0.7466
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 1.1039
12/12 [==============================] - 0s 2ms/step - loss: 0.7466
12/12 [==============================] - 0s 2ms/step - loss: 0.7466
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 1.1044
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 1.1048
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 1.1052
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
12/12 [==============================] - 0s 2ms/step - loss: 0.7465
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 1.1056
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 1.1060
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 1.1064
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 1.1068
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 1.1071
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.7464
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 1.1075
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 1.1078
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 1.1081
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 1.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 1.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
12/12 [==============================] - 0s 2ms/step - loss: 0.7463
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 1.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.7462
12/12 [==============================] - 0s 2ms/step - loss: 0.7462
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 1.1091
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 1.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.7462
12/12 [==============================] - 0s 2ms/step - loss: 0.7462
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 1.1095
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 1.1097
12/12 [==============================] - 0s 4ms/step - loss: 0.7462
12/12 [==============================] - 0s 4ms/step - loss: 0.7462
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 1.1099
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 1.1101
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 1.1103
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 1.1105
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 1.1107
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 1.1109
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 1.1111
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
12/12 [==============================] - 0s 3ms/step - loss: 0.7461
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 1.1113
12/12 [==============================] - 0s 2ms/step - loss: 0.7460
12/12 [==============================] - 0s 3ms/step - loss: 0.7460
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 1.1115
12/12 [==============================] - 0s 2ms/step - loss: 0.7460
12/12 [==============================] - 0s 3ms/step - loss: 0.7460
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 1.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.7460
12/12 [==============================] - 0s 2ms/step - loss: 0.7460
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 1.1118
12/12 [==============================] - 0s 3ms/step - loss: 0.7460
12/12 [==============================] - 0s 3ms/step - loss: 0.7460
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 1.1120
11/12 [==========================>...] - ETA: 0s - loss: 0.7964
12/12 [==============================] - 0s 5ms/step - loss: 0.7460
12/12 [==============================] - 0s 6ms/step - loss: 0.7460
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 1.1122
12/12 [==============================] - 0s 2ms/step - loss: 0.7460
12/12 [==============================] - 0s 3ms/step - loss: 0.7460
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 1.1124
12/12 [==============================] - 0s 5ms/step - loss: 0.7460
12/12 [==============================] - 0s 5ms/step - loss: 0.7460
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 1.1126
12/12 [==============================] - 0s 3ms/step - loss: 0.7459
12/12 [==============================] - 0s 3ms/step - loss: 0.7459
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 1.1128
12/12 [==============================] - 0s 3ms/step - loss: 0.7459
12/12 [==============================] - 0s 3ms/step - loss: 0.7459
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 1.1130
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 1.1132
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 1.1135
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 1.1137
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 1.1139
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
12/12 [==============================] - 0s 2ms/step - loss: 0.7459
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 1.1141
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 1.1144
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 1.1146
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 1.1148
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 1.1151
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
12/12 [==============================] - 0s 2ms/step - loss: 0.7458
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 1.1153
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 1.1155
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 1.1158
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 1.1160
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 1.1162
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 1.1165
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 1.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 1.1170
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 1.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.7455
12/12 [==============================] - 0s 2ms/step - loss: 0.7455
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 1.1176
12/12 [==============================] - 0s 2ms/step - loss: 0.7455
12/12 [==============================] - 0s 2ms/step - loss: 0.7455
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 1.1179
12/12 [==============================] - 0s 2ms/step - loss: 0.7455
12/12 [==============================] - 0s 2ms/step - loss: 0.7455
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 1.1182
12/12 [==============================] - 0s 2ms/step - loss: 0.7454
12/12 [==============================] - 0s 2ms/step - loss: 0.7454
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 1.1185
12/12 [==============================] - 0s 2ms/step - loss: 0.7454
12/12 [==============================] - 0s 3ms/step - loss: 0.7454
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 1.1188
12/12 [==============================] - 0s 2ms/step - loss: 0.7454
12/12 [==============================] - 0s 2ms/step - loss: 0.7454
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 1.1192
12/12 [==============================] - 0s 2ms/step - loss: 0.7453
12/12 [==============================] - 0s 2ms/step - loss: 0.7453
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 1.1195
12/12 [==============================] - 0s 2ms/step - loss: 0.7453
12/12 [==============================] - 0s 2ms/step - loss: 0.7453
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 1.1199
12/12 [==============================] - 0s 2ms/step - loss: 0.7452
12/12 [==============================] - 0s 2ms/step - loss: 0.7452
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 1.1203
12/12 [==============================] - 0s 2ms/step - loss: 0.7452
12/12 [==============================] - 0s 2ms/step - loss: 0.7452
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 1.1206
12/12 [==============================] - 0s 2ms/step - loss: 0.7451
12/12 [==============================] - 0s 2ms/step - loss: 0.7451
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 1.1210
12/12 [==============================] - 0s 2ms/step - loss: 0.7451
12/12 [==============================] - 0s 2ms/step - loss: 0.7451
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 1.1214
12/12 [==============================] - 0s 2ms/step - loss: 0.7450
12/12 [==============================] - 0s 2ms/step - loss: 0.7450
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 1.1218
12/12 [==============================] - 0s 2ms/step - loss: 0.7450
12/12 [==============================] - 0s 2ms/step - loss: 0.7450
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 1.1222
12/12 [==============================] - 0s 2ms/step - loss: 0.7449
12/12 [==============================] - 0s 3ms/step - loss: 0.7449
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 1.1226
12/12 [==============================] - 0s 2ms/step - loss: 0.7448
12/12 [==============================] - 0s 3ms/step - loss: 0.7448
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 1.1230
12/12 [==============================] - 0s 2ms/step - loss: 0.7448
12/12 [==============================] - 0s 3ms/step - loss: 0.7448
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 1.1234
12/12 [==============================] - 0s 2ms/step - loss: 0.7447
12/12 [==============================] - 0s 3ms/step - loss: 0.7447
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 1.1238
12/12 [==============================] - 0s 2ms/step - loss: 0.7446
12/12 [==============================] - 0s 3ms/step - loss: 0.7446
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 1.1242
12/12 [==============================] - 0s 2ms/step - loss: 0.7445
12/12 [==============================] - 0s 2ms/step - loss: 0.7445
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 1.1246
12/12 [==============================] - 0s 2ms/step - loss: 0.7444
12/12 [==============================] - 0s 3ms/step - loss: 0.7444
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 1.1250
12/12 [==============================] - 0s 3ms/step - loss: 0.7443
12/12 [==============================] - 0s 3ms/step - loss: 0.7443
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 1.1254
12/12 [==============================] - 0s 2ms/step - loss: 0.7442
12/12 [==============================] - 0s 3ms/step - loss: 0.7442
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 1.1258
12/12 [==============================] - 0s 3ms/step - loss: 0.7441
12/12 [==============================] - 0s 3ms/step - loss: 0.7441
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 1.1262
12/12 [==============================] - 0s 3ms/step - loss: 0.7439
12/12 [==============================] - 0s 3ms/step - loss: 0.7439
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 1.1266
12/12 [==============================] - 0s 3ms/step - loss: 0.7438
12/12 [==============================] - 0s 3ms/step - loss: 0.7438
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 1.1270
12/12 [==============================] - 0s 3ms/step - loss: 0.7436
12/12 [==============================] - 0s 3ms/step - loss: 0.7436
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 1.1273
12/12 [==============================] - 0s 2ms/step - loss: 0.7434
12/12 [==============================] - 0s 3ms/step - loss: 0.7434
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 1.1276
12/12 [==============================] - 0s 2ms/step - loss: 0.7432
12/12 [==============================] - 0s 2ms/step - loss: 0.7432
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 1.1279
12/12 [==============================] - 0s 2ms/step - loss: 0.7430
12/12 [==============================] - 0s 2ms/step - loss: 0.7430
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 1.1281
12/12 [==============================] - 0s 2ms/step - loss: 0.7428
12/12 [==============================] - 0s 2ms/step - loss: 0.7428
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 1.1283
12/12 [==============================] - 0s 2ms/step - loss: 0.7426
12/12 [==============================] - 0s 2ms/step - loss: 0.7426
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 1.1284
12/12 [==============================] - 0s 2ms/step - loss: 0.7423
12/12 [==============================] - 0s 2ms/step - loss: 0.7423
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 1.1285
12/12 [==============================] - 0s 2ms/step - loss: 0.7420
12/12 [==============================] - 0s 2ms/step - loss: 0.7420
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 1.1284
12/12 [==============================] - 0s 2ms/step - loss: 0.7417
12/12 [==============================] - 0s 2ms/step - loss: 0.7417
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 1.1281
12/12 [==============================] - 0s 2ms/step - loss: 0.7414
12/12 [==============================] - 0s 2ms/step - loss: 0.7414
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 1.1279
12/12 [==============================] - 0s 2ms/step - loss: 0.7411
12/12 [==============================] - 0s 2ms/step - loss: 0.7411
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 1.1277
12/12 [==============================] - 0s 2ms/step - loss: 0.7407
12/12 [==============================] - 0s 2ms/step - loss: 0.7407
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 1.1275
12/12 [==============================] - 0s 2ms/step - loss: 0.7404
12/12 [==============================] - 0s 2ms/step - loss: 0.7404
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 1.1275
12/12 [==============================] - 0s 2ms/step - loss: 0.7400
12/12 [==============================] - 0s 2ms/step - loss: 0.7400
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 1.1272
12/12 [==============================] - 0s 2ms/step - loss: 0.7396
12/12 [==============================] - 0s 2ms/step - loss: 0.7396
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 1.1267
12/12 [==============================] - 0s 2ms/step - loss: 0.7392
12/12 [==============================] - 0s 2ms/step - loss: 0.7392
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 1.1264
12/12 [==============================] - 0s 2ms/step - loss: 0.7388
12/12 [==============================] - 0s 3ms/step - loss: 0.7388
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 1.1261
12/12 [==============================] - 0s 3ms/step - loss: 0.7384
12/12 [==============================] - 0s 4ms/step - loss: 0.7384
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 1.1258
12/12 [==============================] - 0s 2ms/step - loss: 0.7380
12/12 [==============================] - 0s 2ms/step - loss: 0.7380
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 1.1254
12/12 [==============================] - 0s 2ms/step - loss: 0.7375
12/12 [==============================] - 0s 2ms/step - loss: 0.7375
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 1.1251
12/12 [==============================] - 0s 2ms/step - loss: 0.7370
12/12 [==============================] - 0s 3ms/step - loss: 0.7370
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 1.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.7365
12/12 [==============================] - 0s 3ms/step - loss: 0.7365
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 1.1239
12/12 [==============================] - 0s 2ms/step - loss: 0.7359
12/12 [==============================] - 0s 3ms/step - loss: 0.7359
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 1.1234
12/12 [==============================] - 0s 2ms/step - loss: 0.7354
12/12 [==============================] - 0s 3ms/step - loss: 0.7354
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 1.1226
12/12 [==============================] - 0s 3ms/step - loss: 0.7348
12/12 [==============================] - 0s 3ms/step - loss: 0.7348
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 1.1219
12/12 [==============================] - 0s 3ms/step - loss: 0.7342
12/12 [==============================] - 0s 3ms/step - loss: 0.7342
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 1.1214
12/12 [==============================] - 0s 3ms/step - loss: 0.7336
12/12 [==============================] - 0s 3ms/step - loss: 0.7336
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 1.1210
12/12 [==============================] - 0s 2ms/step - loss: 0.7330
12/12 [==============================] - 0s 3ms/step - loss: 0.7330
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 1.1205
12/12 [==============================] - 0s 3ms/step - loss: 0.7324
12/12 [==============================] - 0s 3ms/step - loss: 0.7324
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 1.1200
12/12 [==============================] - 0s 3ms/step - loss: 0.7317
12/12 [==============================] - 0s 3ms/step - loss: 0.7317
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 1.1190
12/12 [==============================] - 0s 3ms/step - loss: 0.7311
12/12 [==============================] - 0s 3ms/step - loss: 0.7311
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 1.1185
12/12 [==============================] - 0s 2ms/step - loss: 0.7304
12/12 [==============================] - 0s 2ms/step - loss: 0.7304
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 1.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.7296
12/12 [==============================] - 0s 3ms/step - loss: 0.7296
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 1.1167
12/12 [==============================] - 0s 2ms/step - loss: 0.7289
12/12 [==============================] - 0s 3ms/step - loss: 0.7289
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 1.1156
12/12 [==============================] - 0s 3ms/step - loss: 0.7281
12/12 [==============================] - 0s 3ms/step - loss: 0.7281
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 1.1146
12/12 [==============================] - 0s 3ms/step - loss: 0.7272
12/12 [==============================] - 0s 3ms/step - loss: 0.7272
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 1.1137
12/12 [==============================] - 0s 3ms/step - loss: 0.7264
12/12 [==============================] - 0s 3ms/step - loss: 0.7264
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 1.1128
12/12 [==============================] - 0s 3ms/step - loss: 0.7255
12/12 [==============================] - 0s 3ms/step - loss: 0.7255
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 1.1121
12/12 [==============================] - 0s 3ms/step - loss: 0.7247
12/12 [==============================] - 0s 3ms/step - loss: 0.7247
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 1.1121
12/12 [==============================] - 0s 2ms/step - loss: 0.7239
12/12 [==============================] - 0s 2ms/step - loss: 0.7239
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.6196
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.6160
12/12 [==============================] - 0s 2ms/step - loss: 0.4679
12/12 [==============================] - 0s 2ms/step - loss: 0.4679
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.6134
12/12 [==============================] - 0s 2ms/step - loss: 0.4674
12/12 [==============================] - 0s 2ms/step - loss: 0.4674
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.6109
12/12 [==============================] - 0s 2ms/step - loss: 0.4669
12/12 [==============================] - 0s 3ms/step - loss: 0.4669
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.6082
12/12 [==============================] - 0s 2ms/step - loss: 0.4664
12/12 [==============================] - 0s 2ms/step - loss: 0.4664
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.4658
12/12 [==============================] - 0s 2ms/step - loss: 0.4658
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.6013
12/12 [==============================] - 0s 2ms/step - loss: 0.4651
12/12 [==============================] - 0s 2ms/step - loss: 0.4651
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.5966
12/12 [==============================] - 0s 2ms/step - loss: 0.4642
12/12 [==============================] - 0s 3ms/step - loss: 0.4642
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.5906
12/12 [==============================] - 0s 2ms/step - loss: 0.4630
12/12 [==============================] - 0s 2ms/step - loss: 0.4630
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.5826
12/12 [==============================] - 0s 2ms/step - loss: 0.4615
12/12 [==============================] - 0s 3ms/step - loss: 0.4615
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.5719
12/12 [==============================] - 0s 2ms/step - loss: 0.4595
12/12 [==============================] - 0s 3ms/step - loss: 0.4595
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.5573
12/12 [==============================] - 0s 2ms/step - loss: 0.4566
12/12 [==============================] - 0s 3ms/step - loss: 0.4566
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.5366
12/12 [==============================] - 0s 2ms/step - loss: 0.4527
12/12 [==============================] - 0s 2ms/step - loss: 0.4527
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.5089
12/12 [==============================] - 0s 2ms/step - loss: 0.4478
12/12 [==============================] - 0s 2ms/step - loss: 0.4478
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.4762
12/12 [==============================] - 0s 2ms/step - loss: 0.4424
12/12 [==============================] - 0s 2ms/step - loss: 0.4424
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.4406
12/12 [==============================] - 0s 2ms/step - loss: 0.4367
12/12 [==============================] - 0s 2ms/step - loss: 0.4367
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.4050
12/12 [==============================] - 0s 2ms/step - loss: 0.4310
12/12 [==============================] - 0s 2ms/step - loss: 0.4310
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.3715
12/12 [==============================] - 0s 2ms/step - loss: 0.4255
12/12 [==============================] - 0s 2ms/step - loss: 0.4255
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.3415
12/12 [==============================] - 0s 3ms/step - loss: 0.4204
12/12 [==============================] - 0s 3ms/step - loss: 0.4204
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.3152
12/12 [==============================] - 0s 2ms/step - loss: 0.4156
12/12 [==============================] - 0s 2ms/step - loss: 0.4156
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.2922
12/12 [==============================] - 0s 2ms/step - loss: 0.4109
12/12 [==============================] - 0s 2ms/step - loss: 0.4109
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.2721
12/12 [==============================] - 0s 2ms/step - loss: 0.4066
12/12 [==============================] - 0s 2ms/step - loss: 0.4066
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.2541
12/12 [==============================] - 0s 2ms/step - loss: 0.4025
12/12 [==============================] - 0s 2ms/step - loss: 0.4025
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.2376
12/12 [==============================] - 0s 2ms/step - loss: 0.3983
12/12 [==============================] - 0s 2ms/step - loss: 0.3983
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.2224
12/12 [==============================] - 0s 2ms/step - loss: 0.3946
12/12 [==============================] - 0s 2ms/step - loss: 0.3946
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.2082
12/12 [==============================] - 0s 2ms/step - loss: 0.3910
12/12 [==============================] - 0s 2ms/step - loss: 0.3910
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.1949
12/12 [==============================] - 0s 2ms/step - loss: 0.3877
12/12 [==============================] - 0s 2ms/step - loss: 0.3877
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.1825
12/12 [==============================] - 0s 2ms/step - loss: 0.3847
12/12 [==============================] - 0s 2ms/step - loss: 0.3847
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.1710
12/12 [==============================] - 0s 2ms/step - loss: 0.3819
12/12 [==============================] - 0s 2ms/step - loss: 0.3819
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.1602
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.1501
12/12 [==============================] - 0s 2ms/step - loss: 0.3771
12/12 [==============================] - 0s 2ms/step - loss: 0.3771
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.1409
12/12 [==============================] - 0s 2ms/step - loss: 0.3750
12/12 [==============================] - 0s 2ms/step - loss: 0.3750
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.1324
12/12 [==============================] - 0s 2ms/step - loss: 0.3732
12/12 [==============================] - 0s 2ms/step - loss: 0.3732
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.3716
12/12 [==============================] - 0s 2ms/step - loss: 0.3716
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.3700
12/12 [==============================] - 0s 2ms/step - loss: 0.3700
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.3688
12/12 [==============================] - 0s 2ms/step - loss: 0.3688
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.1034
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.0971
12/12 [==============================] - 0s 2ms/step - loss: 0.3665
12/12 [==============================] - 0s 2ms/step - loss: 0.3665
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.0911
12/12 [==============================] - 0s 2ms/step - loss: 0.3655
12/12 [==============================] - 0s 2ms/step - loss: 0.3655
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.0853
12/12 [==============================] - 0s 2ms/step - loss: 0.3645
12/12 [==============================] - 0s 2ms/step - loss: 0.3645
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.0796
12/12 [==============================] - 0s 2ms/step - loss: 0.3636
12/12 [==============================] - 0s 2ms/step - loss: 0.3636
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.0743
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.0691
12/12 [==============================] - 0s 2ms/step - loss: 0.3622
12/12 [==============================] - 0s 2ms/step - loss: 0.3622
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.0641
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.0593
12/12 [==============================] - 0s 2ms/step - loss: 0.3607
12/12 [==============================] - 0s 2ms/step - loss: 0.3607
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.0547
12/12 [==============================] - 0s 2ms/step - loss: 0.3602
12/12 [==============================] - 0s 2ms/step - loss: 0.3602
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.0501
12/12 [==============================] - 0s 2ms/step - loss: 0.3596
12/12 [==============================] - 0s 3ms/step - loss: 0.3596
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.0457
12/12 [==============================] - 0s 2ms/step - loss: 0.3591
12/12 [==============================] - 0s 2ms/step - loss: 0.3591
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.0414
12/12 [==============================] - 0s 2ms/step - loss: 0.3586
12/12 [==============================] - 0s 3ms/step - loss: 0.3586
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.0370
12/12 [==============================] - 0s 2ms/step - loss: 0.3581
12/12 [==============================] - 0s 3ms/step - loss: 0.3581
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.0327
12/12 [==============================] - 0s 2ms/step - loss: 0.3576
12/12 [==============================] - 0s 3ms/step - loss: 0.3576
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.0286
12/12 [==============================] - 0s 2ms/step - loss: 0.3572
12/12 [==============================] - 0s 3ms/step - loss: 0.3572
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.0245
12/12 [==============================] - 0s 2ms/step - loss: 0.3568
12/12 [==============================] - 0s 2ms/step - loss: 0.3568
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.0205
12/12 [==============================] - 0s 2ms/step - loss: 0.3563
12/12 [==============================] - 0s 2ms/step - loss: 0.3563
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.0166
12/12 [==============================] - 0s 2ms/step - loss: 0.3559
12/12 [==============================] - 0s 3ms/step - loss: 0.3559
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.0126
12/12 [==============================] - 0s 2ms/step - loss: 0.3555
12/12 [==============================] - 0s 2ms/step - loss: 0.3555
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.0089
12/12 [==============================] - 0s 2ms/step - loss: 0.3552
12/12 [==============================] - 0s 3ms/step - loss: 0.3552
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.0052
12/12 [==============================] - 0s 2ms/step - loss: 0.3547
12/12 [==============================] - 0s 3ms/step - loss: 0.3547
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.0015
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.9979
12/12 [==============================] - 0s 4ms/step - loss: 0.3540
12/12 [==============================] - 0s 4ms/step - loss: 0.3540
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.9942
12/12 [==============================] - 0s 2ms/step - loss: 0.3536
12/12 [==============================] - 0s 3ms/step - loss: 0.3536
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.9906
12/12 [==============================] - 0s 2ms/step - loss: 0.3533
12/12 [==============================] - 0s 3ms/step - loss: 0.3533
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.9873
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
12/12 [==============================] - 0s 3ms/step - loss: 0.3529
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.9841
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.9808
12/12 [==============================] - 0s 2ms/step - loss: 0.3522
12/12 [==============================] - 0s 3ms/step - loss: 0.3522
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.9776
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
12/12 [==============================] - 0s 3ms/step - loss: 0.3520
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.9743
12/12 [==============================] - 0s 2ms/step - loss: 0.3516
12/12 [==============================] - 0s 2ms/step - loss: 0.3516
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.9713
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.9682
12/12 [==============================] - 0s 2ms/step - loss: 0.3510
12/12 [==============================] - 0s 2ms/step - loss: 0.3510
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.9653
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.9622
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.9591
12/12 [==============================] - 0s 2ms/step - loss: 0.3503
12/12 [==============================] - 0s 2ms/step - loss: 0.3503
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.9560
12/12 [==============================] - 0s 2ms/step - loss: 0.3501
12/12 [==============================] - 0s 3ms/step - loss: 0.3501
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.9529
12/12 [==============================] - 0s 2ms/step - loss: 0.3498
12/12 [==============================] - 0s 3ms/step - loss: 0.3498
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.9500
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.9471
12/12 [==============================] - 0s 2ms/step - loss: 0.3494
12/12 [==============================] - 0s 3ms/step - loss: 0.3494
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.9443
12/12 [==============================] - 0s 2ms/step - loss: 0.3492
12/12 [==============================] - 0s 2ms/step - loss: 0.3492
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.9415
12/12 [==============================] - 0s 2ms/step - loss: 0.3489
12/12 [==============================] - 0s 2ms/step - loss: 0.3489
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.9390
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.9365
12/12 [==============================] - 0s 2ms/step - loss: 0.3486
12/12 [==============================] - 0s 3ms/step - loss: 0.3486
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.9343
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
12/12 [==============================] - 0s 3ms/step - loss: 0.3484
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.9320
12/12 [==============================] - 0s 3ms/step - loss: 0.3482
12/12 [==============================] - 0s 3ms/step - loss: 0.3482
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.9299
12/12 [==============================] - 0s 3ms/step - loss: 0.3480
12/12 [==============================] - 0s 3ms/step - loss: 0.3480
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.9278
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
12/12 [==============================] - 0s 3ms/step - loss: 0.3479
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.9261
12/12 [==============================] - 0s 3ms/step - loss: 0.3477
12/12 [==============================] - 0s 3ms/step - loss: 0.3477
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.9243
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
12/12 [==============================] - 0s 3ms/step - loss: 0.3476
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.9228
12/12 [==============================] - 0s 3ms/step - loss: 0.3474
12/12 [==============================] - 0s 3ms/step - loss: 0.3474
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.9212
12/12 [==============================] - 0s 3ms/step - loss: 0.3474
12/12 [==============================] - 0s 3ms/step - loss: 0.3474
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.9196
12/12 [==============================] - 0s 3ms/step - loss: 0.3472
12/12 [==============================] - 0s 3ms/step - loss: 0.3472
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.9181
12/12 [==============================] - 0s 3ms/step - loss: 0.3471
12/12 [==============================] - 0s 3ms/step - loss: 0.3471
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.9165
12/12 [==============================] - 0s 3ms/step - loss: 0.3470
12/12 [==============================] - 0s 3ms/step - loss: 0.3470
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.9151
12/12 [==============================] - 0s 3ms/step - loss: 0.3469
12/12 [==============================] - 0s 3ms/step - loss: 0.3469
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.9134
12/12 [==============================] - 0s 3ms/step - loss: 0.3468
12/12 [==============================] - 0s 3ms/step - loss: 0.3468
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.9119
12/12 [==============================] - 0s 3ms/step - loss: 0.3466
12/12 [==============================] - 0s 3ms/step - loss: 0.3466
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.9105
12/12 [==============================] - 0s 3ms/step - loss: 0.3465
12/12 [==============================] - 0s 3ms/step - loss: 0.3465
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.9090
12/12 [==============================] - 0s 3ms/step - loss: 0.3464
12/12 [==============================] - 0s 3ms/step - loss: 0.3464
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.9075
12/12 [==============================] - 0s 3ms/step - loss: 0.3463
12/12 [==============================] - 0s 3ms/step - loss: 0.3463
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.9063
12/12 [==============================] - 0s 3ms/step - loss: 0.3462
12/12 [==============================] - 0s 3ms/step - loss: 0.3462
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.9051
12/12 [==============================] - 0s 3ms/step - loss: 0.3461
12/12 [==============================] - 0s 3ms/step - loss: 0.3461
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.9040
12/12 [==============================] - 0s 3ms/step - loss: 0.3461
12/12 [==============================] - 0s 4ms/step - loss: 0.3461
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.9029
12/12 [==============================] - 0s 3ms/step - loss: 0.3460
12/12 [==============================] - 0s 3ms/step - loss: 0.3460
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.9018
12/12 [==============================] - 0s 3ms/step - loss: 0.3459
12/12 [==============================] - 0s 4ms/step - loss: 0.3459
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.9007
12/12 [==============================] - 0s 3ms/step - loss: 0.3459
12/12 [==============================] - 0s 3ms/step - loss: 0.3459
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.8996
12/12 [==============================] - 0s 3ms/step - loss: 0.3458
12/12 [==============================] - 0s 3ms/step - loss: 0.3458
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.8984
12/12 [==============================] - 0s 3ms/step - loss: 0.3457
12/12 [==============================] - 0s 3ms/step - loss: 0.3457
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.8974
12/12 [==============================] - 0s 3ms/step - loss: 0.3456
12/12 [==============================] - 0s 3ms/step - loss: 0.3456
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.8961
12/12 [==============================] - 0s 3ms/step - loss: 0.3456
12/12 [==============================] - 0s 3ms/step - loss: 0.3456
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.8952
12/12 [==============================] - 0s 3ms/step - loss: 0.3455
12/12 [==============================] - 0s 3ms/step - loss: 0.3455
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.8939
12/12 [==============================] - 0s 3ms/step - loss: 0.3455
12/12 [==============================] - 0s 4ms/step - loss: 0.3455
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.8929
12/12 [==============================] - 0s 3ms/step - loss: 0.3453
12/12 [==============================] - 0s 3ms/step - loss: 0.3453
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.8917
12/12 [==============================] - 0s 3ms/step - loss: 0.3453
12/12 [==============================] - 0s 3ms/step - loss: 0.3453
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.8906
12/12 [==============================] - 0s 3ms/step - loss: 0.3452
12/12 [==============================] - 0s 3ms/step - loss: 0.3452
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.8892
12/12 [==============================] - 0s 3ms/step - loss: 0.3452
12/12 [==============================] - 0s 3ms/step - loss: 0.3452
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.8882
12/12 [==============================] - 0s 3ms/step - loss: 0.3450
12/12 [==============================] - 0s 3ms/step - loss: 0.3450
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.8868
12/12 [==============================] - 0s 3ms/step - loss: 0.3450
12/12 [==============================] - 0s 3ms/step - loss: 0.3450
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.8857
12/12 [==============================] - 0s 3ms/step - loss: 0.3448
12/12 [==============================] - 0s 4ms/step - loss: 0.3448
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.8844
12/12 [==============================] - 0s 3ms/step - loss: 0.3448
12/12 [==============================] - 0s 3ms/step - loss: 0.3448
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.8832
12/12 [==============================] - 0s 3ms/step - loss: 0.3446
12/12 [==============================] - 0s 3ms/step - loss: 0.3446
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.8818
12/12 [==============================] - 0s 3ms/step - loss: 0.3445
12/12 [==============================] - 0s 3ms/step - loss: 0.3445
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.8805
12/12 [==============================] - 0s 3ms/step - loss: 0.3444
12/12 [==============================] - 0s 3ms/step - loss: 0.3444
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.8792
12/12 [==============================] - 0s 3ms/step - loss: 0.3443
12/12 [==============================] - 0s 4ms/step - loss: 0.3443
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.8782
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.8775
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.8772
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.8767
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
12/12 [==============================] - 0s 3ms/step - loss: 0.3442
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.8764
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.8759
12/12 [==============================] - 0s 2ms/step - loss: 0.3441
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.8755
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.8750
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
12/12 [==============================] - 0s 3ms/step - loss: 0.3441
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.8746
12/12 [==============================] - 0s 2ms/step - loss: 0.3440
12/12 [==============================] - 0s 3ms/step - loss: 0.3440
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.8741
12/12 [==============================] - 0s 2ms/step - loss: 0.3440
12/12 [==============================] - 0s 3ms/step - loss: 0.3440
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.8737
12/12 [==============================] - 0s 3ms/step - loss: 0.3440
12/12 [==============================] - 0s 3ms/step - loss: 0.3440
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.8732
12/12 [==============================] - 0s 3ms/step - loss: 0.3440
12/12 [==============================] - 0s 3ms/step - loss: 0.3440
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.8728
12/12 [==============================] - 0s 3ms/step - loss: 0.3439
12/12 [==============================] - 0s 3ms/step - loss: 0.3439
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.8723
12/12 [==============================] - 0s 4ms/step - loss: 0.3439
12/12 [==============================] - 0s 4ms/step - loss: 0.3439
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.8719
12/12 [==============================] - 0s 3ms/step - loss: 0.3438
12/12 [==============================] - 0s 3ms/step - loss: 0.3438
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.8716
12/12 [==============================] - 0s 3ms/step - loss: 0.3438
12/12 [==============================] - 0s 3ms/step - loss: 0.3438
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.8715
12/12 [==============================] - 0s 3ms/step - loss: 0.3437
12/12 [==============================] - 0s 3ms/step - loss: 0.3437
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.8712
12/12 [==============================] - 0s 3ms/step - loss: 0.3437
12/12 [==============================] - 0s 3ms/step - loss: 0.3437
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.8710
12/12 [==============================] - 0s 3ms/step - loss: 0.3436
12/12 [==============================] - 0s 3ms/step - loss: 0.3436
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.8707
12/12 [==============================] - 0s 3ms/step - loss: 0.3436
12/12 [==============================] - 0s 3ms/step - loss: 0.3436
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.8705
12/12 [==============================] - 0s 3ms/step - loss: 0.3436
12/12 [==============================] - 0s 3ms/step - loss: 0.3436
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.8702
12/12 [==============================] - 0s 3ms/step - loss: 0.3435
12/12 [==============================] - 0s 3ms/step - loss: 0.3435
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.8700
12/12 [==============================] - 0s 3ms/step - loss: 0.3435
12/12 [==============================] - 0s 3ms/step - loss: 0.3435
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.8697
12/12 [==============================] - 0s 3ms/step - loss: 0.3434
12/12 [==============================] - 0s 3ms/step - loss: 0.3434
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.8695
12/12 [==============================] - 0s 3ms/step - loss: 0.3434
12/12 [==============================] - 0s 3ms/step - loss: 0.3434
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.8692
12/12 [==============================] - 0s 3ms/step - loss: 0.3433
12/12 [==============================] - 0s 3ms/step - loss: 0.3433
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.8690
12/12 [==============================] - 0s 3ms/step - loss: 0.3433
12/12 [==============================] - 0s 3ms/step - loss: 0.3433
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.8687
12/12 [==============================] - 0s 3ms/step - loss: 0.3432
12/12 [==============================] - 0s 3ms/step - loss: 0.3432
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.8685
12/12 [==============================] - 0s 3ms/step - loss: 0.3432
12/12 [==============================] - 0s 3ms/step - loss: 0.3432
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.8682
12/12 [==============================] - 0s 3ms/step - loss: 0.3431
12/12 [==============================] - 0s 3ms/step - loss: 0.3431
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.8679
12/12 [==============================] - 0s 3ms/step - loss: 0.3430
12/12 [==============================] - 0s 3ms/step - loss: 0.3430
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.8677
12/12 [==============================] - 0s 3ms/step - loss: 0.3430
12/12 [==============================] - 0s 3ms/step - loss: 0.3430
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.8675
12/12 [==============================] - 0s 3ms/step - loss: 0.3429
12/12 [==============================] - 0s 3ms/step - loss: 0.3429
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.8674
12/12 [==============================] - 0s 3ms/step - loss: 0.3429
12/12 [==============================] - 0s 3ms/step - loss: 0.3429
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.8673
12/12 [==============================] - 0s 3ms/step - loss: 0.3428
12/12 [==============================] - 0s 3ms/step - loss: 0.3428
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.8673
12/12 [==============================] - 0s 3ms/step - loss: 0.3428
12/12 [==============================] - 0s 3ms/step - loss: 0.3428
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.8672
12/12 [==============================] - 0s 3ms/step - loss: 0.3427
12/12 [==============================] - 0s 3ms/step - loss: 0.3427
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.8672
12/12 [==============================] - 0s 3ms/step - loss: 0.3426
12/12 [==============================] - 0s 3ms/step - loss: 0.3426
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.8671
12/12 [==============================] - 0s 3ms/step - loss: 0.3426
12/12 [==============================] - 0s 3ms/step - loss: 0.3426
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.8670
12/12 [==============================] - 0s 3ms/step - loss: 0.3425
12/12 [==============================] - 0s 3ms/step - loss: 0.3425
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.8670
12/12 [==============================] - 0s 3ms/step - loss: 0.3425
12/12 [==============================] - 0s 3ms/step - loss: 0.3425
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.8669
12/12 [==============================] - 0s 3ms/step - loss: 0.3424
12/12 [==============================] - 0s 4ms/step - loss: 0.3424
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.8669
12/12 [==============================] - 0s 3ms/step - loss: 0.3423
12/12 [==============================] - 0s 3ms/step - loss: 0.3423
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.8668
12/12 [==============================] - 0s 3ms/step - loss: 0.3423
12/12 [==============================] - 0s 3ms/step - loss: 0.3423
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.8667
12/12 [==============================] - 0s 3ms/step - loss: 0.3422
12/12 [==============================] - 0s 3ms/step - loss: 0.3422
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.8667
12/12 [==============================] - 0s 3ms/step - loss: 0.3421
12/12 [==============================] - 0s 4ms/step - loss: 0.3421
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.8666
12/12 [==============================] - 0s 3ms/step - loss: 0.3421
12/12 [==============================] - 0s 4ms/step - loss: 0.3421
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.8665
12/12 [==============================] - 0s 3ms/step - loss: 0.3420
12/12 [==============================] - 0s 3ms/step - loss: 0.3420
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.8664
11/12 [==========================>...] - ETA: 0s - loss: 0.3449
12/12 [==============================] - 0s 5ms/step - loss: 0.3420
12/12 [==============================] - 0s 5ms/step - loss: 0.3420
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.8664
12/12 [==============================] - 0s 3ms/step - loss: 0.3418
12/12 [==============================] - 0s 4ms/step - loss: 0.3418
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.8663
12/12 [==============================] - 0s 3ms/step - loss: 0.3418
12/12 [==============================] - 0s 4ms/step - loss: 0.3418
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.8663
12/12 [==============================] - 0s 3ms/step - loss: 0.3417
12/12 [==============================] - 0s 4ms/step - loss: 0.3417
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.8662
12/12 [==============================] - 0s 3ms/step - loss: 0.3417
12/12 [==============================] - 0s 4ms/step - loss: 0.3417
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.8662
12/12 [==============================] - 0s 3ms/step - loss: 0.3415
12/12 [==============================] - 0s 3ms/step - loss: 0.3415
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.8661
12/12 [==============================] - 0s 3ms/step - loss: 0.3415
12/12 [==============================] - 0s 3ms/step - loss: 0.3415
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.8660
12/12 [==============================] - 0s 3ms/step - loss: 0.3414
12/12 [==============================] - 0s 3ms/step - loss: 0.3414
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.8659
12/12 [==============================] - 0s 3ms/step - loss: 0.3414
12/12 [==============================] - 0s 3ms/step - loss: 0.3414
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.8659
12/12 [==============================] - 0s 3ms/step - loss: 0.3413
12/12 [==============================] - 0s 4ms/step - loss: 0.3413
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.8658
12/12 [==============================] - 0s 3ms/step - loss: 0.3412
12/12 [==============================] - 0s 4ms/step - loss: 0.3412
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.8657
12/12 [==============================] - 0s 3ms/step - loss: 0.3411
12/12 [==============================] - 0s 3ms/step - loss: 0.3411
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.8657
12/12 [==============================] - 0s 3ms/step - loss: 0.3411
12/12 [==============================] - 0s 4ms/step - loss: 0.3411
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.8656
12/12 [==============================] - 0s 3ms/step - loss: 0.3410
12/12 [==============================] - 0s 4ms/step - loss: 0.3410
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.8656
12/12 [==============================] - 0s 3ms/step - loss: 0.3409
12/12 [==============================] - 0s 3ms/step - loss: 0.3409
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.8655
12/12 [==============================] - 0s 3ms/step - loss: 0.3408
12/12 [==============================] - 0s 3ms/step - loss: 0.3408
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.8655
12/12 [==============================] - 0s 3ms/step - loss: 0.3407
12/12 [==============================] - 0s 4ms/step - loss: 0.3407
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.8654
12/12 [==============================] - 0s 3ms/step - loss: 0.3407
12/12 [==============================] - 0s 4ms/step - loss: 0.3407
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.8654
12/12 [==============================] - 0s 3ms/step - loss: 0.3406
12/12 [==============================] - 0s 3ms/step - loss: 0.3406
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.8653
12/12 [==============================] - 0s 3ms/step - loss: 0.3405
12/12 [==============================] - 0s 3ms/step - loss: 0.3405
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.8653
12/12 [==============================] - 0s 3ms/step - loss: 0.3404
12/12 [==============================] - 0s 3ms/step - loss: 0.3404
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.8652
12/12 [==============================] - 0s 3ms/step - loss: 0.3404
12/12 [==============================] - 0s 4ms/step - loss: 0.3404
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.8652
12/12 [==============================] - 0s 3ms/step - loss: 0.3402
12/12 [==============================] - 0s 3ms/step - loss: 0.3402
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.8651
12/12 [==============================] - 0s 3ms/step - loss: 0.3403
12/12 [==============================] - 0s 4ms/step - loss: 0.3403
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.8651
12/12 [==============================] - 0s 3ms/step - loss: 0.3401
12/12 [==============================] - 0s 3ms/step - loss: 0.3401
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.8650
12/12 [==============================] - 0s 3ms/step - loss: 0.3401
12/12 [==============================] - 0s 4ms/step - loss: 0.3401
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.8650
12/12 [==============================] - 0s 3ms/step - loss: 0.3399
12/12 [==============================] - 0s 3ms/step - loss: 0.3399
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.8649
12/12 [==============================] - 0s 3ms/step - loss: 0.3400
12/12 [==============================] - 0s 3ms/step - loss: 0.3400
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.8649
12/12 [==============================] - 0s 3ms/step - loss: 0.3397
12/12 [==============================] - 0s 3ms/step - loss: 0.3397
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.8649
12/12 [==============================] - 0s 3ms/step - loss: 0.3398
12/12 [==============================] - 0s 3ms/step - loss: 0.3398
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.8648
12/12 [==============================] - 0s 3ms/step - loss: 0.3396
12/12 [==============================] - 0s 4ms/step - loss: 0.3396
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.8648
12/12 [==============================] - 0s 3ms/step - loss: 0.3396
12/12 [==============================] - 0s 4ms/step - loss: 0.3396
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.8648
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.8647
12/12 [==============================] - 0s 3ms/step - loss: 0.3395
12/12 [==============================] - 0s 3ms/step - loss: 0.3395
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.8647
12/12 [==============================] - 0s 3ms/step - loss: 0.3392
12/12 [==============================] - 0s 4ms/step - loss: 0.3392
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.8646
12/12 [==============================] - 0s 3ms/step - loss: 0.3395
12/12 [==============================] - 0s 3ms/step - loss: 0.3395
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.8647
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.8645
12/12 [==============================] - 0s 3ms/step - loss: 0.3396
12/12 [==============================] - 0s 3ms/step - loss: 0.3396
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.8646
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.8644
12/12 [==============================] - 0s 3ms/step - loss: 0.3400
12/12 [==============================] - 0s 3ms/step - loss: 0.3400
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.8645
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.8643
12/12 [==============================] - 0s 3ms/step - loss: 0.3399
12/12 [==============================] - 0s 3ms/step - loss: 0.3399
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.8644
12/12 [==============================] - 0s 3ms/step - loss: 0.3390
12/12 [==============================] - 0s 3ms/step - loss: 0.3390
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.8643
12/12 [==============================] - 0s 3ms/step - loss: 0.3398
12/12 [==============================] - 0s 4ms/step - loss: 0.3398
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.8644
12/12 [==============================] - 0s 3ms/step - loss: 0.3388
12/12 [==============================] - 0s 4ms/step - loss: 0.3388
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.8641
12/12 [==============================] - 0s 3ms/step - loss: 0.3397
12/12 [==============================] - 0s 3ms/step - loss: 0.3397
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.8643
12/12 [==============================] - 0s 3ms/step - loss: 0.3388
12/12 [==============================] - 0s 3ms/step - loss: 0.3388
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.8641
12/12 [==============================] - 0s 3ms/step - loss: 0.3395
12/12 [==============================] - 0s 3ms/step - loss: 0.3395
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.8643
12/12 [==============================] - 0s 3ms/step - loss: 0.3387
12/12 [==============================] - 0s 3ms/step - loss: 0.3387
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.8640
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
12/12 [==============================] - 0s 4ms/step - loss: 0.3394
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.8641
12/12 [==============================] - 0s 3ms/step - loss: 0.3385
12/12 [==============================] - 0s 3ms/step - loss: 0.3385
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.8640
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
12/12 [==============================] - 0s 4ms/step - loss: 0.3394
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.8642
12/12 [==============================] - 0s 3ms/step - loss: 0.3384
12/12 [==============================] - 0s 3ms/step - loss: 0.3384
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.8639
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.8640
12/12 [==============================] - 0s 3ms/step - loss: 0.3383
12/12 [==============================] - 0s 3ms/step - loss: 0.3383
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.8638
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
12/12 [==============================] - 0s 3ms/step - loss: 0.3394
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.8640
12/12 [==============================] - 0s 3ms/step - loss: 0.3383
12/12 [==============================] - 0s 4ms/step - loss: 0.3383
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.8637
12/12 [==============================] - 0s 3ms/step - loss: 0.3393
12/12 [==============================] - 0s 4ms/step - loss: 0.3393
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.8639
12/12 [==============================] - 0s 3ms/step - loss: 0.3382
12/12 [==============================] - 0s 4ms/step - loss: 0.3382
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.8637
12/12 [==============================] - 0s 3ms/step - loss: 0.3393
12/12 [==============================] - 0s 3ms/step - loss: 0.3393
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.8639
12/12 [==============================] - 0s 3ms/step - loss: 0.3381
12/12 [==============================] - 0s 3ms/step - loss: 0.3381
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.8636
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.8638
12/12 [==============================] - 0s 3ms/step - loss: 0.3380
12/12 [==============================] - 0s 4ms/step - loss: 0.3380
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.8636
12/12 [==============================] - 0s 3ms/step - loss: 0.3390
12/12 [==============================] - 0s 4ms/step - loss: 0.3390
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.8638
12/12 [==============================] - 0s 3ms/step - loss: 0.3378
12/12 [==============================] - 0s 3ms/step - loss: 0.3378
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.8635
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.8637
12/12 [==============================] - 0s 3ms/step - loss: 0.3379
12/12 [==============================] - 0s 3ms/step - loss: 0.3379
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.8635
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 4ms/step - loss: 0.3391
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.8637
12/12 [==============================] - 0s 3ms/step - loss: 0.3378
12/12 [==============================] - 0s 3ms/step - loss: 0.3378
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.8634
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
12/12 [==============================] - 0s 3ms/step - loss: 0.3391
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.8636
12/12 [==============================] - 0s 4ms/step - loss: 0.3378
12/12 [==============================] - 0s 4ms/step - loss: 0.3378
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.8633
12/12 [==============================] - 0s 4ms/step - loss: 0.3393
12/12 [==============================] - 0s 4ms/step - loss: 0.3393
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.8636
12/12 [==============================] - 0s 3ms/step - loss: 0.3378
12/12 [==============================] - 0s 4ms/step - loss: 0.3378
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.8633
12/12 [==============================] - 0s 3ms/step - loss: 0.3392
12/12 [==============================] - 0s 4ms/step - loss: 0.3392
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.8636
12/12 [==============================] - 0s 4ms/step - loss: 0.3377
12/12 [==============================] - 0s 4ms/step - loss: 0.3377
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.8633
12/12 [==============================] - 0s 3ms/step - loss: 0.3390
12/12 [==============================] - 0s 3ms/step - loss: 0.3390
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.8635
12/12 [==============================] - 0s 3ms/step - loss: 0.3375
12/12 [==============================] - 0s 3ms/step - loss: 0.3375
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.8632
12/12 [==============================] - 0s 3ms/step - loss: 0.3387
12/12 [==============================] - 0s 4ms/step - loss: 0.3387
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.8635
12/12 [==============================] - 0s 3ms/step - loss: 0.3374
12/12 [==============================] - 0s 4ms/step - loss: 0.3374
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.8631
12/12 [==============================] - 0s 3ms/step - loss: 0.3386
12/12 [==============================] - 0s 3ms/step - loss: 0.3386
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.8634
12/12 [==============================] - 0s 3ms/step - loss: 0.3372
12/12 [==============================] - 0s 3ms/step - loss: 0.3372
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.1452
12/12 [==============================] - 0s 3ms/step - loss: 0.7995
12/12 [==============================] - 0s 3ms/step - loss: 0.7995
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.1438
12/12 [==============================] - 0s 3ms/step - loss: 0.7973
12/12 [==============================] - 0s 3ms/step - loss: 0.7973
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.1430
12/12 [==============================] - 0s 3ms/step - loss: 0.7952
12/12 [==============================] - 0s 3ms/step - loss: 0.7952
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.1421
12/12 [==============================] - 0s 3ms/step - loss: 0.7928
12/12 [==============================] - 0s 3ms/step - loss: 0.7928
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.1411
12/12 [==============================] - 0s 3ms/step - loss: 0.7901
12/12 [==============================] - 0s 3ms/step - loss: 0.7901
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.1400
12/12 [==============================] - 0s 3ms/step - loss: 0.7870
12/12 [==============================] - 0s 3ms/step - loss: 0.7870
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.1389
12/12 [==============================] - 0s 3ms/step - loss: 0.7833
12/12 [==============================] - 0s 3ms/step - loss: 0.7833
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.1380
12/12 [==============================] - 0s 3ms/step - loss: 0.7791
12/12 [==============================] - 0s 3ms/step - loss: 0.7791
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 3ms/step - loss: 0.7744
12/12 [==============================] - 0s 3ms/step - loss: 0.7744
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.1368
12/12 [==============================] - 0s 3ms/step - loss: 0.7692
12/12 [==============================] - 0s 3ms/step - loss: 0.7692
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.1368
12/12 [==============================] - 0s 3ms/step - loss: 0.7640
12/12 [==============================] - 0s 3ms/step - loss: 0.7640
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 3ms/step - loss: 0.7593
12/12 [==============================] - 0s 3ms/step - loss: 0.7593
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 3ms/step - loss: 0.7552
12/12 [==============================] - 0s 3ms/step - loss: 0.7552
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7519
12/12 [==============================] - 0s 3ms/step - loss: 0.7519
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 3ms/step - loss: 0.7493
12/12 [==============================] - 0s 3ms/step - loss: 0.7493
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 3ms/step - loss: 0.7475
12/12 [==============================] - 0s 3ms/step - loss: 0.7475
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
12/12 [==============================] - 0s 3ms/step - loss: 0.7462
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.1360
12/12 [==============================] - 0s 3ms/step - loss: 0.7451
12/12 [==============================] - 0s 3ms/step - loss: 0.7451
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.1355
12/12 [==============================] - 0s 3ms/step - loss: 0.7440
12/12 [==============================] - 0s 3ms/step - loss: 0.7440
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.1352
12/12 [==============================] - 0s 2ms/step - loss: 0.7431
12/12 [==============================] - 0s 3ms/step - loss: 0.7431
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.1351
12/12 [==============================] - 0s 3ms/step - loss: 0.7422
12/12 [==============================] - 0s 3ms/step - loss: 0.7422
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.1347
12/12 [==============================] - 0s 2ms/step - loss: 0.7413
12/12 [==============================] - 0s 3ms/step - loss: 0.7413
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.1340
12/12 [==============================] - 0s 3ms/step - loss: 0.7406
12/12 [==============================] - 0s 3ms/step - loss: 0.7406
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.1333
12/12 [==============================] - 0s 3ms/step - loss: 0.7398
12/12 [==============================] - 0s 3ms/step - loss: 0.7398
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.1328
12/12 [==============================] - 0s 2ms/step - loss: 0.7390
12/12 [==============================] - 0s 3ms/step - loss: 0.7390
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.1321
12/12 [==============================] - 0s 2ms/step - loss: 0.7383
12/12 [==============================] - 0s 3ms/step - loss: 0.7383
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.1317
12/12 [==============================] - 0s 2ms/step - loss: 0.7376
12/12 [==============================] - 0s 3ms/step - loss: 0.7376
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.1317
12/12 [==============================] - 0s 2ms/step - loss: 0.7368
12/12 [==============================] - 0s 3ms/step - loss: 0.7368
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.1319
12/12 [==============================] - 0s 2ms/step - loss: 0.7360
12/12 [==============================] - 0s 2ms/step - loss: 0.7360
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.1321
12/12 [==============================] - 0s 2ms/step - loss: 0.7352
12/12 [==============================] - 0s 2ms/step - loss: 0.7352
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.1324
12/12 [==============================] - 0s 2ms/step - loss: 0.7345
12/12 [==============================] - 0s 3ms/step - loss: 0.7345
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.1328
12/12 [==============================] - 0s 2ms/step - loss: 0.7338
12/12 [==============================] - 0s 3ms/step - loss: 0.7338
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.1333
12/12 [==============================] - 0s 2ms/step - loss: 0.7330
12/12 [==============================] - 0s 3ms/step - loss: 0.7330
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.1338
12/12 [==============================] - 0s 2ms/step - loss: 0.7323
12/12 [==============================] - 0s 2ms/step - loss: 0.7323
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.1343
12/12 [==============================] - 0s 2ms/step - loss: 0.7317
12/12 [==============================] - 0s 3ms/step - loss: 0.7317
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.1348
12/12 [==============================] - 0s 2ms/step - loss: 0.7310
12/12 [==============================] - 0s 3ms/step - loss: 0.7310
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.1352
12/12 [==============================] - 0s 2ms/step - loss: 0.7303
12/12 [==============================] - 0s 3ms/step - loss: 0.7303
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.1356
12/12 [==============================] - 0s 2ms/step - loss: 0.7297
12/12 [==============================] - 0s 2ms/step - loss: 0.7297
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.1359
12/12 [==============================] - 0s 2ms/step - loss: 0.7290
12/12 [==============================] - 0s 2ms/step - loss: 0.7290
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.1363
12/12 [==============================] - 0s 2ms/step - loss: 0.7283
12/12 [==============================] - 0s 2ms/step - loss: 0.7283
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.7277
12/12 [==============================] - 0s 3ms/step - loss: 0.7277
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.1368
12/12 [==============================] - 0s 2ms/step - loss: 0.7270
12/12 [==============================] - 0s 3ms/step - loss: 0.7270
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.7263
12/12 [==============================] - 0s 2ms/step - loss: 0.7263
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.7257
12/12 [==============================] - 0s 2ms/step - loss: 0.7257
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7250
12/12 [==============================] - 0s 3ms/step - loss: 0.7250
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7244
12/12 [==============================] - 0s 3ms/step - loss: 0.7244
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7238
12/12 [==============================] - 0s 3ms/step - loss: 0.7238
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7232
12/12 [==============================] - 0s 2ms/step - loss: 0.7232
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7227
12/12 [==============================] - 0s 2ms/step - loss: 0.7227
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.7221
12/12 [==============================] - 0s 2ms/step - loss: 0.7221
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.7216
12/12 [==============================] - 0s 2ms/step - loss: 0.7216
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7210
12/12 [==============================] - 0s 2ms/step - loss: 0.7210
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7205
12/12 [==============================] - 0s 3ms/step - loss: 0.7205
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7199
12/12 [==============================] - 0s 2ms/step - loss: 0.7199
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7194
12/12 [==============================] - 0s 2ms/step - loss: 0.7194
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7189
12/12 [==============================] - 0s 2ms/step - loss: 0.7189
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.7185
12/12 [==============================] - 0s 2ms/step - loss: 0.7185
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.7180
12/12 [==============================] - 0s 2ms/step - loss: 0.7180
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.7175
12/12 [==============================] - 0s 2ms/step - loss: 0.7175
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.7170
12/12 [==============================] - 0s 2ms/step - loss: 0.7170
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7166
12/12 [==============================] - 0s 2ms/step - loss: 0.7166
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1375
12/12 [==============================] - 0s 2ms/step - loss: 0.7162
12/12 [==============================] - 0s 2ms/step - loss: 0.7162
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7158
12/12 [==============================] - 0s 2ms/step - loss: 0.7158
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7154
12/12 [==============================] - 0s 2ms/step - loss: 0.7154
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 2ms/step - loss: 0.7146
12/12 [==============================] - 0s 2ms/step - loss: 0.7146
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
12/12 [==============================] - 0s 3ms/step - loss: 0.7142
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 2ms/step - loss: 0.7139
12/12 [==============================] - 0s 3ms/step - loss: 0.7139
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7135
12/12 [==============================] - 0s 2ms/step - loss: 0.7135
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7131
12/12 [==============================] - 0s 2ms/step - loss: 0.7131
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1375
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7121
12/12 [==============================] - 0s 3ms/step - loss: 0.7121
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7114
12/12 [==============================] - 0s 2ms/step - loss: 0.7114
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 2ms/step - loss: 0.7110
12/12 [==============================] - 0s 2ms/step - loss: 0.7110
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7107
12/12 [==============================] - 0s 2ms/step - loss: 0.7107
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.7104
12/12 [==============================] - 0s 2ms/step - loss: 0.7104
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.7101
12/12 [==============================] - 0s 2ms/step - loss: 0.7101
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.7098
12/12 [==============================] - 0s 2ms/step - loss: 0.7098
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.7096
12/12 [==============================] - 0s 2ms/step - loss: 0.7096
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1369
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1367
12/12 [==============================] - 0s 2ms/step - loss: 0.7090
12/12 [==============================] - 0s 2ms/step - loss: 0.7090
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.7088
12/12 [==============================] - 0s 2ms/step - loss: 0.7088
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7085
12/12 [==============================] - 0s 2ms/step - loss: 0.7085
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7083
12/12 [==============================] - 0s 2ms/step - loss: 0.7083
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.7080
12/12 [==============================] - 0s 2ms/step - loss: 0.7080
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7066
12/12 [==============================] - 0s 2ms/step - loss: 0.7066
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.7064
12/12 [==============================] - 0s 2ms/step - loss: 0.7064
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1364
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.7056
12/12 [==============================] - 0s 2ms/step - loss: 0.7056
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.7054
12/12 [==============================] - 0s 2ms/step - loss: 0.7054
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.7052
12/12 [==============================] - 0s 2ms/step - loss: 0.7052
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1367
12/12 [==============================] - 0s 2ms/step - loss: 0.7050
12/12 [==============================] - 0s 2ms/step - loss: 0.7050
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1368
12/12 [==============================] - 0s 2ms/step - loss: 0.7047
12/12 [==============================] - 0s 2ms/step - loss: 0.7047
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1367
12/12 [==============================] - 0s 2ms/step - loss: 0.7044
12/12 [==============================] - 0s 2ms/step - loss: 0.7044
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1368
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1369
12/12 [==============================] - 0s 2ms/step - loss: 0.7040
12/12 [==============================] - 0s 2ms/step - loss: 0.7040
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.7038
12/12 [==============================] - 0s 2ms/step - loss: 0.7038
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.7036
12/12 [==============================] - 0s 2ms/step - loss: 0.7036
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1371
12/12 [==============================] - 0s 2ms/step - loss: 0.7034
12/12 [==============================] - 0s 2ms/step - loss: 0.7034
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 3ms/step - loss: 0.7032
12/12 [==============================] - 0s 3ms/step - loss: 0.7032
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 3ms/step - loss: 0.7030
12/12 [==============================] - 0s 3ms/step - loss: 0.7030
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 3ms/step - loss: 0.7028
12/12 [==============================] - 0s 3ms/step - loss: 0.7028
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 3ms/step - loss: 0.7026
12/12 [==============================] - 0s 3ms/step - loss: 0.7026
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1375
12/12 [==============================] - 0s 2ms/step - loss: 0.7024
12/12 [==============================] - 0s 3ms/step - loss: 0.7024
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 3ms/step - loss: 0.7021
12/12 [==============================] - 0s 3ms/step - loss: 0.7021
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 3ms/step - loss: 0.7019
12/12 [==============================] - 0s 3ms/step - loss: 0.7019
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1374
12/12 [==============================] - 0s 3ms/step - loss: 0.7017
12/12 [==============================] - 0s 3ms/step - loss: 0.7017
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 3ms/step - loss: 0.7015
12/12 [==============================] - 0s 3ms/step - loss: 0.7015
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7014
12/12 [==============================] - 0s 3ms/step - loss: 0.7014
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7011
12/12 [==============================] - 0s 3ms/step - loss: 0.7011
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 3ms/step - loss: 0.7010
12/12 [==============================] - 0s 3ms/step - loss: 0.7010
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.7008
12/12 [==============================] - 0s 2ms/step - loss: 0.7008
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1380
12/12 [==============================] - 0s 2ms/step - loss: 0.7007
12/12 [==============================] - 0s 2ms/step - loss: 0.7007
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1379
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1381
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1382
12/12 [==============================] - 0s 2ms/step - loss: 0.7000
12/12 [==============================] - 0s 2ms/step - loss: 0.7000
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1382
12/12 [==============================] - 0s 2ms/step - loss: 0.6998
12/12 [==============================] - 0s 2ms/step - loss: 0.6998
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1382
12/12 [==============================] - 0s 2ms/step - loss: 0.6995
12/12 [==============================] - 0s 2ms/step - loss: 0.6995
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1381
12/12 [==============================] - 0s 2ms/step - loss: 0.6992
12/12 [==============================] - 0s 3ms/step - loss: 0.6992
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1382
12/12 [==============================] - 0s 2ms/step - loss: 0.6990
12/12 [==============================] - 0s 3ms/step - loss: 0.6990
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1384
12/12 [==============================] - 0s 2ms/step - loss: 0.6988
12/12 [==============================] - 0s 2ms/step - loss: 0.6988
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1384
12/12 [==============================] - 0s 2ms/step - loss: 0.6985
12/12 [==============================] - 0s 3ms/step - loss: 0.6985
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1389
12/12 [==============================] - 0s 2ms/step - loss: 0.6984
12/12 [==============================] - 0s 2ms/step - loss: 0.6984
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1391
12/12 [==============================] - 0s 2ms/step - loss: 0.6981
12/12 [==============================] - 0s 2ms/step - loss: 0.6981
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1393
12/12 [==============================] - 0s 2ms/step - loss: 0.6978
12/12 [==============================] - 0s 2ms/step - loss: 0.6978
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1396
12/12 [==============================] - 0s 2ms/step - loss: 0.6976
12/12 [==============================] - 0s 2ms/step - loss: 0.6976
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1396
12/12 [==============================] - 0s 2ms/step - loss: 0.6972
12/12 [==============================] - 0s 2ms/step - loss: 0.6972
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1399
12/12 [==============================] - 0s 2ms/step - loss: 0.6969
12/12 [==============================] - 0s 3ms/step - loss: 0.6969
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1401
12/12 [==============================] - 0s 2ms/step - loss: 0.6966
12/12 [==============================] - 0s 2ms/step - loss: 0.6966
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1401
12/12 [==============================] - 0s 2ms/step - loss: 0.6962
12/12 [==============================] - 0s 2ms/step - loss: 0.6962
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1403
12/12 [==============================] - 0s 3ms/step - loss: 0.6959
12/12 [==============================] - 0s 3ms/step - loss: 0.6959
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1405
12/12 [==============================] - 0s 2ms/step - loss: 0.6956
12/12 [==============================] - 0s 3ms/step - loss: 0.6956
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1406
12/12 [==============================] - 0s 2ms/step - loss: 0.6953
12/12 [==============================] - 0s 3ms/step - loss: 0.6953
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1405
12/12 [==============================] - 0s 2ms/step - loss: 0.6949
12/12 [==============================] - 0s 3ms/step - loss: 0.6949
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1408
12/12 [==============================] - 0s 2ms/step - loss: 0.6946
12/12 [==============================] - 0s 2ms/step - loss: 0.6946
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1412
12/12 [==============================] - 0s 2ms/step - loss: 0.6943
12/12 [==============================] - 0s 2ms/step - loss: 0.6943
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6939
12/12 [==============================] - 0s 2ms/step - loss: 0.6939
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6935
12/12 [==============================] - 0s 2ms/step - loss: 0.6935
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6931
12/12 [==============================] - 0s 3ms/step - loss: 0.6931
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 3ms/step - loss: 0.6928
12/12 [==============================] - 0s 3ms/step - loss: 0.6928
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6924
12/12 [==============================] - 0s 2ms/step - loss: 0.6924
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1415
12/12 [==============================] - 0s 2ms/step - loss: 0.6920
12/12 [==============================] - 0s 2ms/step - loss: 0.6920
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6917
12/12 [==============================] - 0s 2ms/step - loss: 0.6917
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1415
12/12 [==============================] - 0s 2ms/step - loss: 0.6913
12/12 [==============================] - 0s 3ms/step - loss: 0.6913
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1416
12/12 [==============================] - 0s 2ms/step - loss: 0.6910
12/12 [==============================] - 0s 2ms/step - loss: 0.6910
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6906
12/12 [==============================] - 0s 2ms/step - loss: 0.6906
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6903
12/12 [==============================] - 0s 2ms/step - loss: 0.6903
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6899
12/12 [==============================] - 0s 3ms/step - loss: 0.6899
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1418
12/12 [==============================] - 0s 2ms/step - loss: 0.6896
12/12 [==============================] - 0s 3ms/step - loss: 0.6896
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6893
12/12 [==============================] - 0s 2ms/step - loss: 0.6893
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1418
12/12 [==============================] - 0s 3ms/step - loss: 0.6890
12/12 [==============================] - 0s 3ms/step - loss: 0.6890
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6886
12/12 [==============================] - 0s 2ms/step - loss: 0.6886
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1419
12/12 [==============================] - 0s 2ms/step - loss: 0.6884
12/12 [==============================] - 0s 4ms/step - loss: 0.6884
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1418
12/12 [==============================] - 0s 2ms/step - loss: 0.6880
12/12 [==============================] - 0s 2ms/step - loss: 0.6880
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1419
12/12 [==============================] - 0s 2ms/step - loss: 0.6877
12/12 [==============================] - 0s 2ms/step - loss: 0.6877
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1420
12/12 [==============================] - 0s 2ms/step - loss: 0.6875
12/12 [==============================] - 0s 2ms/step - loss: 0.6875
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6871
12/12 [==============================] - 0s 2ms/step - loss: 0.6871
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1417
12/12 [==============================] - 0s 2ms/step - loss: 0.6868
12/12 [==============================] - 0s 2ms/step - loss: 0.6868
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1418
12/12 [==============================] - 0s 2ms/step - loss: 0.6866
12/12 [==============================] - 0s 2ms/step - loss: 0.6866
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6862
12/12 [==============================] - 0s 3ms/step - loss: 0.6862
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1413
12/12 [==============================] - 0s 2ms/step - loss: 0.6859
12/12 [==============================] - 0s 2ms/step - loss: 0.6859
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1415
12/12 [==============================] - 0s 2ms/step - loss: 0.6856
12/12 [==============================] - 0s 2ms/step - loss: 0.6856
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6853
12/12 [==============================] - 0s 2ms/step - loss: 0.6853
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1413
12/12 [==============================] - 0s 3ms/step - loss: 0.6850
12/12 [==============================] - 0s 3ms/step - loss: 0.6850
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1414
12/12 [==============================] - 0s 2ms/step - loss: 0.6848
12/12 [==============================] - 0s 3ms/step - loss: 0.6848
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1411
12/12 [==============================] - 0s 3ms/step - loss: 0.6844
12/12 [==============================] - 0s 3ms/step - loss: 0.6844
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1412
12/12 [==============================] - 0s 3ms/step - loss: 0.6842
12/12 [==============================] - 0s 3ms/step - loss: 0.6842
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1412
12/12 [==============================] - 0s 3ms/step - loss: 0.6839
12/12 [==============================] - 0s 3ms/step - loss: 0.6839
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1412
12/12 [==============================] - 0s 2ms/step - loss: 0.6837
12/12 [==============================] - 0s 3ms/step - loss: 0.6837
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1408
12/12 [==============================] - 0s 2ms/step - loss: 0.6834
12/12 [==============================] - 0s 3ms/step - loss: 0.6834
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1409
12/12 [==============================] - 0s 2ms/step - loss: 0.6831
12/12 [==============================] - 0s 3ms/step - loss: 0.6831
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1408
12/12 [==============================] - 0s 2ms/step - loss: 0.6829
12/12 [==============================] - 0s 3ms/step - loss: 0.6829
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1403
12/12 [==============================] - 0s 2ms/step - loss: 0.6826
12/12 [==============================] - 0s 2ms/step - loss: 0.6826
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1402
12/12 [==============================] - 0s 2ms/step - loss: 0.6823
12/12 [==============================] - 0s 2ms/step - loss: 0.6823
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1400
12/12 [==============================] - 0s 2ms/step - loss: 0.6822
12/12 [==============================] - 0s 3ms/step - loss: 0.6822
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1395
12/12 [==============================] - 0s 2ms/step - loss: 0.6819
12/12 [==============================] - 0s 3ms/step - loss: 0.6819
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1392
12/12 [==============================] - 0s 2ms/step - loss: 0.6818
12/12 [==============================] - 0s 3ms/step - loss: 0.6818
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1388
12/12 [==============================] - 0s 2ms/step - loss: 0.6815
12/12 [==============================] - 0s 3ms/step - loss: 0.6815
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1386
12/12 [==============================] - 0s 2ms/step - loss: 0.6813
12/12 [==============================] - 0s 2ms/step - loss: 0.6813
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1382
12/12 [==============================] - 0s 2ms/step - loss: 0.6811
12/12 [==============================] - 0s 2ms/step - loss: 0.6811
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1380
12/12 [==============================] - 0s 2ms/step - loss: 0.6809
12/12 [==============================] - 0s 2ms/step - loss: 0.6809
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1377
12/12 [==============================] - 0s 2ms/step - loss: 0.6806
12/12 [==============================] - 0s 3ms/step - loss: 0.6806
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1375
12/12 [==============================] - 0s 2ms/step - loss: 0.6805
12/12 [==============================] - 0s 2ms/step - loss: 0.6805
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1372
12/12 [==============================] - 0s 2ms/step - loss: 0.6803
12/12 [==============================] - 0s 3ms/step - loss: 0.6803
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1369
12/12 [==============================] - 0s 2ms/step - loss: 0.6800
12/12 [==============================] - 0s 3ms/step - loss: 0.6800
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1368
12/12 [==============================] - 0s 2ms/step - loss: 0.6798
12/12 [==============================] - 0s 3ms/step - loss: 0.6798
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.6797
12/12 [==============================] - 0s 3ms/step - loss: 0.6797
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1361
12/12 [==============================] - 0s 3ms/step - loss: 0.6794
12/12 [==============================] - 0s 3ms/step - loss: 0.6794
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1359
12/12 [==============================] - 0s 3ms/step - loss: 0.6792
12/12 [==============================] - 0s 3ms/step - loss: 0.6792
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1356
12/12 [==============================] - 0s 3ms/step - loss: 0.6790
12/12 [==============================] - 0s 3ms/step - loss: 0.6790
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1354
12/12 [==============================] - 0s 2ms/step - loss: 0.6787
12/12 [==============================] - 0s 3ms/step - loss: 0.6787
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1351
12/12 [==============================] - 0s 2ms/step - loss: 0.6786
12/12 [==============================] - 0s 3ms/step - loss: 0.6786
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1344
12/12 [==============================] - 0s 2ms/step - loss: 0.6784
12/12 [==============================] - 0s 3ms/step - loss: 0.6784
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1340
12/12 [==============================] - 0s 4ms/step - loss: 0.6782
12/12 [==============================] - 0s 4ms/step - loss: 0.6782
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1336
12/12 [==============================] - 0s 2ms/step - loss: 0.6780
12/12 [==============================] - 0s 3ms/step - loss: 0.6780
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1334
12/12 [==============================] - 0s 2ms/step - loss: 0.6778
12/12 [==============================] - 0s 2ms/step - loss: 0.6778
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1332
12/12 [==============================] - 0s 2ms/step - loss: 0.6777
12/12 [==============================] - 0s 2ms/step - loss: 0.6777
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1326
12/12 [==============================] - 0s 2ms/step - loss: 0.6774
12/12 [==============================] - 0s 2ms/step - loss: 0.6774
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1324
12/12 [==============================] - 0s 2ms/step - loss: 0.6773
12/12 [==============================] - 0s 2ms/step - loss: 0.6773
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1320
12/12 [==============================] - 0s 2ms/step - loss: 0.6772
12/12 [==============================] - 0s 2ms/step - loss: 0.6772
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1316
12/12 [==============================] - 0s 2ms/step - loss: 0.6769
12/12 [==============================] - 0s 2ms/step - loss: 0.6769
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1315
12/12 [==============================] - 0s 2ms/step - loss: 0.6768
12/12 [==============================] - 0s 2ms/step - loss: 0.6768
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1309
12/12 [==============================] - 0s 2ms/step - loss: 0.6767
12/12 [==============================] - 0s 2ms/step - loss: 0.6767
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1303
12/12 [==============================] - 0s 2ms/step - loss: 0.6765
12/12 [==============================] - 0s 3ms/step - loss: 0.6765
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1299
12/12 [==============================] - 0s 2ms/step - loss: 0.6762
12/12 [==============================] - 0s 2ms/step - loss: 0.6762
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1297
12/12 [==============================] - 0s 2ms/step - loss: 0.6761
12/12 [==============================] - 0s 2ms/step - loss: 0.6761
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1292
12/12 [==============================] - 0s 2ms/step - loss: 0.6760
12/12 [==============================] - 0s 2ms/step - loss: 0.6760
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1289
12/12 [==============================] - 0s 2ms/step - loss: 0.6758
12/12 [==============================] - 0s 2ms/step - loss: 0.6758
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1286
12/12 [==============================] - 0s 2ms/step - loss: 0.6757
12/12 [==============================] - 0s 3ms/step - loss: 0.6757
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1282
12/12 [==============================] - 0s 3ms/step - loss: 0.6756
12/12 [==============================] - 0s 3ms/step - loss: 0.6756
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1278
12/12 [==============================] - 0s 3ms/step - loss: 0.6754
12/12 [==============================] - 0s 3ms/step - loss: 0.6754
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1273
12/12 [==============================] - 0s 2ms/step - loss: 0.6753
12/12 [==============================] - 0s 3ms/step - loss: 0.6753
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1270
12/12 [==============================] - 0s 3ms/step - loss: 0.6750
12/12 [==============================] - 0s 3ms/step - loss: 0.6750
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1268
12/12 [==============================] - 0s 2ms/step - loss: 0.6749
12/12 [==============================] - 0s 2ms/step - loss: 0.6749
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1266
12/12 [==============================] - 0s 3ms/step - loss: 0.6747
12/12 [==============================] - 0s 3ms/step - loss: 0.6747
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1263
12/12 [==============================] - 0s 3ms/step - loss: 0.6745
12/12 [==============================] - 0s 3ms/step - loss: 0.6745
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1260
12/12 [==============================] - 0s 3ms/step - loss: 0.6744
12/12 [==============================] - 0s 3ms/step - loss: 0.6744
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1255
12/12 [==============================] - 0s 2ms/step - loss: 0.6742
12/12 [==============================] - 0s 3ms/step - loss: 0.6742
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1251
12/12 [==============================] - 0s 3ms/step - loss: 0.6740
12/12 [==============================] - 0s 3ms/step - loss: 0.6740
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1246
12/12 [==============================] - 0s 2ms/step - loss: 0.6738
12/12 [==============================] - 0s 3ms/step - loss: 0.6738
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1243
12/12 [==============================] - 0s 2ms/step - loss: 0.6737
12/12 [==============================] - 0s 3ms/step - loss: 0.6737
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1239
12/12 [==============================] - 0s 4ms/step - loss: 0.6735
12/12 [==============================] - 0s 5ms/step - loss: 0.6735
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1235
12/12 [==============================] - 0s 3ms/step - loss: 0.6734
12/12 [==============================] - 0s 3ms/step - loss: 0.6734
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1232
12/12 [==============================] - 0s 3ms/step - loss: 0.6732
12/12 [==============================] - 0s 3ms/step - loss: 0.6732
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1230
12/12 [==============================] - 0s 2ms/step - loss: 0.6730
12/12 [==============================] - 0s 3ms/step - loss: 0.6730
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1226
12/12 [==============================] - 0s 2ms/step - loss: 0.6729
12/12 [==============================] - 0s 3ms/step - loss: 0.6729
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1221
12/12 [==============================] - 0s 2ms/step - loss: 0.6727
12/12 [==============================] - 0s 2ms/step - loss: 0.6727
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1217
12/12 [==============================] - 0s 2ms/step - loss: 0.6726
12/12 [==============================] - 0s 2ms/step - loss: 0.6726
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1212
12/12 [==============================] - 0s 2ms/step - loss: 0.6724
12/12 [==============================] - 0s 2ms/step - loss: 0.6724
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1208
12/12 [==============================] - 0s 2ms/step - loss: 0.6723
12/12 [==============================] - 0s 2ms/step - loss: 0.6723
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1203
12/12 [==============================] - 0s 3ms/step - loss: 0.6721
12/12 [==============================] - 0s 3ms/step - loss: 0.6721
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1200
12/12 [==============================] - 0s 3ms/step - loss: 0.6719
12/12 [==============================] - 0s 3ms/step - loss: 0.6719
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1197
12/12 [==============================] - 0s 3ms/step - loss: 0.6718
12/12 [==============================] - 0s 3ms/step - loss: 0.6718
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1193
12/12 [==============================] - 0s 2ms/step - loss: 0.6716
12/12 [==============================] - 0s 3ms/step - loss: 0.6716
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1189
12/12 [==============================] - 0s 2ms/step - loss: 0.6714
12/12 [==============================] - 0s 3ms/step - loss: 0.6714
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1186
12/12 [==============================] - 0s 2ms/step - loss: 0.6713
12/12 [==============================] - 0s 3ms/step - loss: 0.6713
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1181
12/12 [==============================] - 0s 2ms/step - loss: 0.6711
12/12 [==============================] - 0s 2ms/step - loss: 0.6711
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1176
12/12 [==============================] - 0s 2ms/step - loss: 0.6709
12/12 [==============================] - 0s 2ms/step - loss: 0.6709
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1171
12/12 [==============================] - 0s 2ms/step - loss: 0.6707
12/12 [==============================] - 0s 2ms/step - loss: 0.6707
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.6705
12/12 [==============================] - 0s 2ms/step - loss: 0.6705
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1163
12/12 [==============================] - 0s 2ms/step - loss: 0.6703
12/12 [==============================] - 0s 2ms/step - loss: 0.6703
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.1766
12/12 [==============================] - 0s 2ms/step - loss: 0.8277
12/12 [==============================] - 0s 2ms/step - loss: 0.8277
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.1705
12/12 [==============================] - 0s 2ms/step - loss: 0.8249
12/12 [==============================] - 0s 2ms/step - loss: 0.8249
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.1699
12/12 [==============================] - 0s 2ms/step - loss: 0.8245
12/12 [==============================] - 0s 3ms/step - loss: 0.8245
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.1695
12/12 [==============================] - 0s 2ms/step - loss: 0.8242
12/12 [==============================] - 0s 2ms/step - loss: 0.8242
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.1692
12/12 [==============================] - 0s 2ms/step - loss: 0.8240
12/12 [==============================] - 0s 2ms/step - loss: 0.8240
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.1689
12/12 [==============================] - 0s 2ms/step - loss: 0.8238
12/12 [==============================] - 0s 3ms/step - loss: 0.8238
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.1684
12/12 [==============================] - 0s 2ms/step - loss: 0.8236
12/12 [==============================] - 0s 2ms/step - loss: 0.8236
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.1679
12/12 [==============================] - 0s 2ms/step - loss: 0.8234
12/12 [==============================] - 0s 2ms/step - loss: 0.8234
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.1672
12/12 [==============================] - 0s 2ms/step - loss: 0.8231
12/12 [==============================] - 0s 2ms/step - loss: 0.8231
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.1664
12/12 [==============================] - 0s 2ms/step - loss: 0.8228
12/12 [==============================] - 0s 3ms/step - loss: 0.8228
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.1654
12/12 [==============================] - 0s 2ms/step - loss: 0.8225
12/12 [==============================] - 0s 3ms/step - loss: 0.8225
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.1641
12/12 [==============================] - 0s 2ms/step - loss: 0.8219
12/12 [==============================] - 0s 2ms/step - loss: 0.8219
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.1623
12/12 [==============================] - 0s 2ms/step - loss: 0.8212
12/12 [==============================] - 0s 3ms/step - loss: 0.8212
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.1599
12/12 [==============================] - 0s 2ms/step - loss: 0.8204
12/12 [==============================] - 0s 2ms/step - loss: 0.8204
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.1567
12/12 [==============================] - 0s 2ms/step - loss: 0.8199
12/12 [==============================] - 0s 2ms/step - loss: 0.8199
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.1528
12/12 [==============================] - 0s 2ms/step - loss: 0.8200
12/12 [==============================] - 0s 2ms/step - loss: 0.8200
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.1479
12/12 [==============================] - 0s 2ms/step - loss: 0.8217
12/12 [==============================] - 0s 2ms/step - loss: 0.8217
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.1425
12/12 [==============================] - 0s 2ms/step - loss: 0.8256
12/12 [==============================] - 0s 2ms/step - loss: 0.8256
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.8291
12/12 [==============================] - 0s 2ms/step - loss: 0.8291
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.1324
12/12 [==============================] - 0s 2ms/step - loss: 0.8302
12/12 [==============================] - 0s 2ms/step - loss: 0.8302
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.1295
12/12 [==============================] - 0s 2ms/step - loss: 0.8297
12/12 [==============================] - 0s 2ms/step - loss: 0.8297
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.1276
12/12 [==============================] - 0s 2ms/step - loss: 0.8274
12/12 [==============================] - 0s 2ms/step - loss: 0.8274
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.1259
12/12 [==============================] - 0s 2ms/step - loss: 0.8243
12/12 [==============================] - 0s 2ms/step - loss: 0.8243
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.1237
12/12 [==============================] - 0s 2ms/step - loss: 0.8207
12/12 [==============================] - 0s 2ms/step - loss: 0.8207
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.1206
12/12 [==============================] - 0s 2ms/step - loss: 0.8163
12/12 [==============================] - 0s 2ms/step - loss: 0.8163
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.1170
12/12 [==============================] - 0s 2ms/step - loss: 0.8116
12/12 [==============================] - 0s 2ms/step - loss: 0.8116
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.1123
12/12 [==============================] - 0s 2ms/step - loss: 0.8065
12/12 [==============================] - 0s 2ms/step - loss: 0.8065
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.1067
12/12 [==============================] - 0s 2ms/step - loss: 0.8014
12/12 [==============================] - 0s 2ms/step - loss: 0.8014
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.1002
12/12 [==============================] - 0s 2ms/step - loss: 0.7963
12/12 [==============================] - 0s 2ms/step - loss: 0.7963
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.0927
12/12 [==============================] - 0s 2ms/step - loss: 0.7914
12/12 [==============================] - 0s 2ms/step - loss: 0.7914
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.0844
12/12 [==============================] - 0s 2ms/step - loss: 0.7866
12/12 [==============================] - 0s 2ms/step - loss: 0.7866
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.0756
12/12 [==============================] - 0s 2ms/step - loss: 0.7820
12/12 [==============================] - 0s 2ms/step - loss: 0.7820
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.0666
12/12 [==============================] - 0s 2ms/step - loss: 0.7776
12/12 [==============================] - 0s 2ms/step - loss: 0.7776
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.0575
12/12 [==============================] - 0s 2ms/step - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.7732
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.0485
12/12 [==============================] - 0s 2ms/step - loss: 0.7690
12/12 [==============================] - 0s 2ms/step - loss: 0.7690
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.0400
12/12 [==============================] - 0s 2ms/step - loss: 0.7649
12/12 [==============================] - 0s 2ms/step - loss: 0.7649
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.0321
12/12 [==============================] - 0s 2ms/step - loss: 0.7607
12/12 [==============================] - 0s 2ms/step - loss: 0.7607
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.0248
12/12 [==============================] - 0s 2ms/step - loss: 0.7566
12/12 [==============================] - 0s 2ms/step - loss: 0.7566
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.0182
12/12 [==============================] - 0s 2ms/step - loss: 0.7526
12/12 [==============================] - 0s 3ms/step - loss: 0.7526
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.0123
12/12 [==============================] - 0s 2ms/step - loss: 0.7484
12/12 [==============================] - 0s 2ms/step - loss: 0.7484
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.0069
12/12 [==============================] - 0s 2ms/step - loss: 0.7442
12/12 [==============================] - 0s 2ms/step - loss: 0.7442
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.0020
12/12 [==============================] - 0s 2ms/step - loss: 0.7400
12/12 [==============================] - 0s 3ms/step - loss: 0.7400
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.9977
12/12 [==============================] - 0s 2ms/step - loss: 0.7358
12/12 [==============================] - 0s 2ms/step - loss: 0.7358
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.9939
12/12 [==============================] - 0s 2ms/step - loss: 0.7314
12/12 [==============================] - 0s 2ms/step - loss: 0.7314
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.9907
12/12 [==============================] - 0s 2ms/step - loss: 0.7269
12/12 [==============================] - 0s 2ms/step - loss: 0.7269
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.9886
12/12 [==============================] - 0s 2ms/step - loss: 0.7223
12/12 [==============================] - 0s 2ms/step - loss: 0.7223
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.9876
12/12 [==============================] - 0s 2ms/step - loss: 0.7175
12/12 [==============================] - 0s 3ms/step - loss: 0.7175
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.9883
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.9910
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.9963
12/12 [==============================] - 0s 2ms/step - loss: 0.7009
12/12 [==============================] - 0s 2ms/step - loss: 0.7009
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.0047
12/12 [==============================] - 0s 2ms/step - loss: 0.6944
12/12 [==============================] - 0s 2ms/step - loss: 0.6944
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.0161
12/12 [==============================] - 0s 2ms/step - loss: 0.6874
12/12 [==============================] - 0s 2ms/step - loss: 0.6874
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.6803
12/12 [==============================] - 0s 3ms/step - loss: 0.6803
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.0425
12/12 [==============================] - 0s 3ms/step - loss: 0.6735
12/12 [==============================] - 0s 3ms/step - loss: 0.6735
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.0531
12/12 [==============================] - 0s 3ms/step - loss: 0.6670
12/12 [==============================] - 0s 3ms/step - loss: 0.6670
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.0597
12/12 [==============================] - 0s 2ms/step - loss: 0.6609
12/12 [==============================] - 0s 3ms/step - loss: 0.6609
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.0620
12/12 [==============================] - 0s 2ms/step - loss: 0.6549
12/12 [==============================] - 0s 3ms/step - loss: 0.6549
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.0606
12/12 [==============================] - 0s 2ms/step - loss: 0.6491
12/12 [==============================] - 0s 3ms/step - loss: 0.6491
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.0565
12/12 [==============================] - 0s 2ms/step - loss: 0.6434
12/12 [==============================] - 0s 2ms/step - loss: 0.6434
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.0505
12/12 [==============================] - 0s 2ms/step - loss: 0.6377
12/12 [==============================] - 0s 2ms/step - loss: 0.6377
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.0433
12/12 [==============================] - 0s 2ms/step - loss: 0.6320
12/12 [==============================] - 0s 2ms/step - loss: 0.6320
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.0353
12/12 [==============================] - 0s 2ms/step - loss: 0.6263
12/12 [==============================] - 0s 2ms/step - loss: 0.6263
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.0264
12/12 [==============================] - 0s 2ms/step - loss: 0.6207
12/12 [==============================] - 0s 3ms/step - loss: 0.6207
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.0168
12/12 [==============================] - 0s 2ms/step - loss: 0.6151
12/12 [==============================] - 0s 3ms/step - loss: 0.6151
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.0067
12/12 [==============================] - 0s 2ms/step - loss: 0.6094
12/12 [==============================] - 0s 2ms/step - loss: 0.6094
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.9962
12/12 [==============================] - 0s 2ms/step - loss: 0.6037
12/12 [==============================] - 0s 3ms/step - loss: 0.6037
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.9856
12/12 [==============================] - 0s 3ms/step - loss: 0.5979
12/12 [==============================] - 0s 3ms/step - loss: 0.5979
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.9747
12/12 [==============================] - 0s 2ms/step - loss: 0.5922
12/12 [==============================] - 0s 3ms/step - loss: 0.5922
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.9636
12/12 [==============================] - 0s 2ms/step - loss: 0.5865
12/12 [==============================] - 0s 3ms/step - loss: 0.5865
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.9518
12/12 [==============================] - 0s 2ms/step - loss: 0.5810
12/12 [==============================] - 0s 2ms/step - loss: 0.5810
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.9392
12/12 [==============================] - 0s 2ms/step - loss: 0.5754
12/12 [==============================] - 0s 2ms/step - loss: 0.5754
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.9265
12/12 [==============================] - 0s 2ms/step - loss: 0.5699
12/12 [==============================] - 0s 2ms/step - loss: 0.5699
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.9140
12/12 [==============================] - 0s 2ms/step - loss: 0.5644
12/12 [==============================] - 0s 3ms/step - loss: 0.5644
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.9019
12/12 [==============================] - 0s 2ms/step - loss: 0.5589
12/12 [==============================] - 0s 2ms/step - loss: 0.5589
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.8903
12/12 [==============================] - 0s 2ms/step - loss: 0.5538
12/12 [==============================] - 0s 3ms/step - loss: 0.5538
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.8795
12/12 [==============================] - 0s 2ms/step - loss: 0.5491
12/12 [==============================] - 0s 3ms/step - loss: 0.5491
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.8693
12/12 [==============================] - 0s 2ms/step - loss: 0.5444
12/12 [==============================] - 0s 2ms/step - loss: 0.5444
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.8594
12/12 [==============================] - 0s 2ms/step - loss: 0.5399
12/12 [==============================] - 0s 2ms/step - loss: 0.5399
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.8498
12/12 [==============================] - 0s 2ms/step - loss: 0.5355
12/12 [==============================] - 0s 2ms/step - loss: 0.5355
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.8404
12/12 [==============================] - 0s 2ms/step - loss: 0.5315
12/12 [==============================] - 0s 3ms/step - loss: 0.5315
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.8311
12/12 [==============================] - 0s 2ms/step - loss: 0.5276
12/12 [==============================] - 0s 2ms/step - loss: 0.5276
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.8221
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.8137
12/12 [==============================] - 0s 2ms/step - loss: 0.5201
12/12 [==============================] - 0s 2ms/step - loss: 0.5201
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.8056
12/12 [==============================] - 0s 2ms/step - loss: 0.5167
12/12 [==============================] - 0s 3ms/step - loss: 0.5167
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.7978
12/12 [==============================] - 0s 2ms/step - loss: 0.5134
12/12 [==============================] - 0s 3ms/step - loss: 0.5134
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.7902
12/12 [==============================] - 0s 2ms/step - loss: 0.5103
12/12 [==============================] - 0s 3ms/step - loss: 0.5103
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.7828
12/12 [==============================] - 0s 2ms/step - loss: 0.5074
12/12 [==============================] - 0s 2ms/step - loss: 0.5074
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.7755
12/12 [==============================] - 0s 2ms/step - loss: 0.5046
12/12 [==============================] - 0s 2ms/step - loss: 0.5046
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.7683
12/12 [==============================] - 0s 2ms/step - loss: 0.5018
12/12 [==============================] - 0s 2ms/step - loss: 0.5018
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.7612
12/12 [==============================] - 0s 2ms/step - loss: 0.4991
12/12 [==============================] - 0s 3ms/step - loss: 0.4991
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.7540
12/12 [==============================] - 0s 2ms/step - loss: 0.4966
12/12 [==============================] - 0s 3ms/step - loss: 0.4966
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.7469
12/12 [==============================] - 0s 2ms/step - loss: 0.4941
12/12 [==============================] - 0s 2ms/step - loss: 0.4941
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.7401
12/12 [==============================] - 0s 2ms/step - loss: 0.4917
12/12 [==============================] - 0s 2ms/step - loss: 0.4917
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.7336
12/12 [==============================] - 0s 2ms/step - loss: 0.4895
12/12 [==============================] - 0s 3ms/step - loss: 0.4895
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.7271
12/12 [==============================] - 0s 2ms/step - loss: 0.4872
12/12 [==============================] - 0s 3ms/step - loss: 0.4872
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.7208
12/12 [==============================] - 0s 2ms/step - loss: 0.4850
12/12 [==============================] - 0s 3ms/step - loss: 0.4850
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.7148
12/12 [==============================] - 0s 2ms/step - loss: 0.4830
12/12 [==============================] - 0s 2ms/step - loss: 0.4830
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.7090
12/12 [==============================] - 0s 2ms/step - loss: 0.4809
12/12 [==============================] - 0s 2ms/step - loss: 0.4809
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.7038
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.6989
12/12 [==============================] - 0s 2ms/step - loss: 0.4771
12/12 [==============================] - 0s 2ms/step - loss: 0.4771
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.6942
12/12 [==============================] - 0s 2ms/step - loss: 0.4752
12/12 [==============================] - 0s 2ms/step - loss: 0.4752
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.6895
12/12 [==============================] - 0s 2ms/step - loss: 0.4734
12/12 [==============================] - 0s 3ms/step - loss: 0.4734
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.6850
12/12 [==============================] - 0s 3ms/step - loss: 0.4716
12/12 [==============================] - 0s 3ms/step - loss: 0.4716
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.6806
12/12 [==============================] - 0s 3ms/step - loss: 0.4698
12/12 [==============================] - 0s 3ms/step - loss: 0.4698
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.6764
12/12 [==============================] - 0s 2ms/step - loss: 0.4682
12/12 [==============================] - 0s 2ms/step - loss: 0.4682
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.6723
12/12 [==============================] - 0s 2ms/step - loss: 0.4667
12/12 [==============================] - 0s 3ms/step - loss: 0.4667
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.4652
12/12 [==============================] - 0s 3ms/step - loss: 0.4652
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.6641
12/12 [==============================] - 0s 2ms/step - loss: 0.4637
12/12 [==============================] - 0s 2ms/step - loss: 0.4637
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.6601
12/12 [==============================] - 0s 2ms/step - loss: 0.4623
12/12 [==============================] - 0s 3ms/step - loss: 0.4623
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.6564
12/12 [==============================] - 0s 2ms/step - loss: 0.4609
12/12 [==============================] - 0s 3ms/step - loss: 0.4609
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.6528
12/12 [==============================] - 0s 2ms/step - loss: 0.4596
12/12 [==============================] - 0s 2ms/step - loss: 0.4596
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.6493
12/12 [==============================] - 0s 2ms/step - loss: 0.4582
12/12 [==============================] - 0s 2ms/step - loss: 0.4582
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.6458
12/12 [==============================] - 0s 2ms/step - loss: 0.4569
12/12 [==============================] - 0s 2ms/step - loss: 0.4569
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.6424
12/12 [==============================] - 0s 2ms/step - loss: 0.4556
12/12 [==============================] - 0s 3ms/step - loss: 0.4556
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.6392
12/12 [==============================] - 0s 3ms/step - loss: 0.4543
12/12 [==============================] - 0s 3ms/step - loss: 0.4543
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.6362
12/12 [==============================] - 0s 3ms/step - loss: 0.4530
12/12 [==============================] - 0s 3ms/step - loss: 0.4530
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.6333
12/12 [==============================] - 0s 2ms/step - loss: 0.4518
12/12 [==============================] - 0s 3ms/step - loss: 0.4518
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.6304
12/12 [==============================] - 0s 2ms/step - loss: 0.4506
12/12 [==============================] - 0s 3ms/step - loss: 0.4506
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.6274
12/12 [==============================] - 0s 2ms/step - loss: 0.4494
12/12 [==============================] - 0s 3ms/step - loss: 0.4494
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.6242
12/12 [==============================] - 0s 2ms/step - loss: 0.4482
12/12 [==============================] - 0s 3ms/step - loss: 0.4482
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.6208
12/12 [==============================] - 0s 3ms/step - loss: 0.4471
12/12 [==============================] - 0s 3ms/step - loss: 0.4471
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.6172
12/12 [==============================] - 0s 2ms/step - loss: 0.4461
12/12 [==============================] - 0s 2ms/step - loss: 0.4461
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.6138
12/12 [==============================] - 0s 2ms/step - loss: 0.4450
12/12 [==============================] - 0s 2ms/step - loss: 0.4450
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.6104
12/12 [==============================] - 0s 2ms/step - loss: 0.4439
12/12 [==============================] - 0s 3ms/step - loss: 0.4439
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.6069
12/12 [==============================] - 0s 2ms/step - loss: 0.4429
12/12 [==============================] - 0s 2ms/step - loss: 0.4429
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.6035
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
12/12 [==============================] - 0s 2ms/step - loss: 0.4419
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.6006
12/12 [==============================] - 0s 2ms/step - loss: 0.4409
12/12 [==============================] - 0s 2ms/step - loss: 0.4409
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.5977
12/12 [==============================] - 0s 2ms/step - loss: 0.4398
12/12 [==============================] - 0s 3ms/step - loss: 0.4398
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.5949
12/12 [==============================] - 0s 2ms/step - loss: 0.4388
12/12 [==============================] - 0s 2ms/step - loss: 0.4388
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.5922
12/12 [==============================] - 0s 2ms/step - loss: 0.4378
12/12 [==============================] - 0s 2ms/step - loss: 0.4378
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.5896
12/12 [==============================] - 0s 2ms/step - loss: 0.4368
12/12 [==============================] - 0s 3ms/step - loss: 0.4368
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.5873
12/12 [==============================] - 0s 2ms/step - loss: 0.4358
12/12 [==============================] - 0s 2ms/step - loss: 0.4358
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.5852
12/12 [==============================] - 0s 2ms/step - loss: 0.4348
12/12 [==============================] - 0s 2ms/step - loss: 0.4348
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.5831
12/12 [==============================] - 0s 2ms/step - loss: 0.4338
12/12 [==============================] - 0s 2ms/step - loss: 0.4338
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.5808
12/12 [==============================] - 0s 2ms/step - loss: 0.4329
12/12 [==============================] - 0s 2ms/step - loss: 0.4329
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.5783
12/12 [==============================] - 0s 2ms/step - loss: 0.4319
12/12 [==============================] - 0s 2ms/step - loss: 0.4319
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.5757
12/12 [==============================] - 0s 2ms/step - loss: 0.4311
12/12 [==============================] - 0s 2ms/step - loss: 0.4311
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.5728
12/12 [==============================] - 0s 2ms/step - loss: 0.4303
12/12 [==============================] - 0s 2ms/step - loss: 0.4303
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.5699
12/12 [==============================] - 0s 2ms/step - loss: 0.4294
12/12 [==============================] - 0s 2ms/step - loss: 0.4294
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.5668
12/12 [==============================] - 0s 2ms/step - loss: 0.4287
12/12 [==============================] - 0s 2ms/step - loss: 0.4287
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.5638
12/12 [==============================] - 0s 2ms/step - loss: 0.4279
12/12 [==============================] - 0s 3ms/step - loss: 0.4279
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.5612
12/12 [==============================] - 0s 2ms/step - loss: 0.4271
12/12 [==============================] - 0s 2ms/step - loss: 0.4271
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.5590
12/12 [==============================] - 0s 2ms/step - loss: 0.4263
12/12 [==============================] - 0s 2ms/step - loss: 0.4263
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.5568
12/12 [==============================] - 0s 2ms/step - loss: 0.4255
12/12 [==============================] - 0s 2ms/step - loss: 0.4255
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.5550
12/12 [==============================] - 0s 2ms/step - loss: 0.4246
12/12 [==============================] - 0s 3ms/step - loss: 0.4246
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.5534
12/12 [==============================] - 0s 2ms/step - loss: 0.4238
12/12 [==============================] - 0s 2ms/step - loss: 0.4238
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.5519
12/12 [==============================] - 0s 2ms/step - loss: 0.4230
12/12 [==============================] - 0s 2ms/step - loss: 0.4230
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.5505
12/12 [==============================] - 0s 2ms/step - loss: 0.4222
12/12 [==============================] - 0s 2ms/step - loss: 0.4222
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.5489
12/12 [==============================] - 0s 2ms/step - loss: 0.4213
12/12 [==============================] - 0s 2ms/step - loss: 0.4213
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.5474
12/12 [==============================] - 0s 2ms/step - loss: 0.4206
12/12 [==============================] - 0s 2ms/step - loss: 0.4206
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.5456
12/12 [==============================] - 0s 3ms/step - loss: 0.4198
12/12 [==============================] - 0s 3ms/step - loss: 0.4198
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.5438
12/12 [==============================] - 0s 2ms/step - loss: 0.4191
12/12 [==============================] - 0s 3ms/step - loss: 0.4191
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.5417
12/12 [==============================] - 0s 2ms/step - loss: 0.4184
12/12 [==============================] - 0s 2ms/step - loss: 0.4184
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.5399
12/12 [==============================] - 0s 2ms/step - loss: 0.4176
12/12 [==============================] - 0s 2ms/step - loss: 0.4176
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.5385
12/12 [==============================] - 0s 2ms/step - loss: 0.4169
12/12 [==============================] - 0s 2ms/step - loss: 0.4169
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.5373
12/12 [==============================] - 0s 2ms/step - loss: 0.4161
12/12 [==============================] - 0s 2ms/step - loss: 0.4161
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.5363
12/12 [==============================] - 0s 2ms/step - loss: 0.4154
12/12 [==============================] - 0s 2ms/step - loss: 0.4154
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.5353
12/12 [==============================] - 0s 2ms/step - loss: 0.4146
12/12 [==============================] - 0s 2ms/step - loss: 0.4146
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.5340
12/12 [==============================] - 0s 2ms/step - loss: 0.4139
12/12 [==============================] - 0s 2ms/step - loss: 0.4139
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.5323
12/12 [==============================] - 0s 2ms/step - loss: 0.4132
12/12 [==============================] - 0s 2ms/step - loss: 0.4132
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.5304
12/12 [==============================] - 0s 2ms/step - loss: 0.4125
12/12 [==============================] - 0s 2ms/step - loss: 0.4125
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.5285
12/12 [==============================] - 0s 2ms/step - loss: 0.4119
12/12 [==============================] - 0s 2ms/step - loss: 0.4119
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.5265
12/12 [==============================] - 0s 2ms/step - loss: 0.4112
12/12 [==============================] - 0s 2ms/step - loss: 0.4112
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.5249
12/12 [==============================] - 0s 2ms/step - loss: 0.4105
12/12 [==============================] - 0s 3ms/step - loss: 0.4105
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.5234
12/12 [==============================] - 0s 2ms/step - loss: 0.4099
12/12 [==============================] - 0s 2ms/step - loss: 0.4099
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.5219
12/12 [==============================] - 0s 2ms/step - loss: 0.4092
12/12 [==============================] - 0s 2ms/step - loss: 0.4092
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.5205
12/12 [==============================] - 0s 2ms/step - loss: 0.4085
12/12 [==============================] - 0s 2ms/step - loss: 0.4085
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.5193
12/12 [==============================] - 0s 2ms/step - loss: 0.4078
12/12 [==============================] - 0s 2ms/step - loss: 0.4078
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.5180
12/12 [==============================] - 0s 2ms/step - loss: 0.4071
12/12 [==============================] - 0s 2ms/step - loss: 0.4071
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.5169
12/12 [==============================] - 0s 2ms/step - loss: 0.4063
12/12 [==============================] - 0s 2ms/step - loss: 0.4063
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.5159
12/12 [==============================] - 0s 2ms/step - loss: 0.4056
12/12 [==============================] - 0s 3ms/step - loss: 0.4056
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.5150
12/12 [==============================] - 0s 2ms/step - loss: 0.4048
12/12 [==============================] - 0s 3ms/step - loss: 0.4048
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.5131
12/12 [==============================] - 0s 2ms/step - loss: 0.4042
12/12 [==============================] - 0s 2ms/step - loss: 0.4042
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.5108
12/12 [==============================] - 0s 2ms/step - loss: 0.4035
12/12 [==============================] - 0s 2ms/step - loss: 0.4035
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.5092
12/12 [==============================] - 0s 2ms/step - loss: 0.4028
12/12 [==============================] - 0s 2ms/step - loss: 0.4028
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.5079
12/12 [==============================] - 0s 2ms/step - loss: 0.4022
12/12 [==============================] - 0s 2ms/step - loss: 0.4022
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.5063
12/12 [==============================] - 0s 2ms/step - loss: 0.4016
12/12 [==============================] - 0s 2ms/step - loss: 0.4016
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.5042
12/12 [==============================] - 0s 2ms/step - loss: 0.4010
12/12 [==============================] - 0s 2ms/step - loss: 0.4010
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.5019
12/12 [==============================] - 0s 2ms/step - loss: 0.4005
12/12 [==============================] - 0s 3ms/step - loss: 0.4005
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.4998
12/12 [==============================] - 0s 2ms/step - loss: 0.3999
12/12 [==============================] - 0s 2ms/step - loss: 0.3999
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.4978
12/12 [==============================] - 0s 2ms/step - loss: 0.3994
12/12 [==============================] - 0s 2ms/step - loss: 0.3994
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.4961
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.4946
12/12 [==============================] - 0s 2ms/step - loss: 0.3984
12/12 [==============================] - 0s 2ms/step - loss: 0.3984
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.4931
12/12 [==============================] - 0s 2ms/step - loss: 0.3980
12/12 [==============================] - 0s 3ms/step - loss: 0.3980
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.4917
12/12 [==============================] - 0s 2ms/step - loss: 0.3975
12/12 [==============================] - 0s 2ms/step - loss: 0.3975
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.4905
12/12 [==============================] - 0s 2ms/step - loss: 0.3971
12/12 [==============================] - 0s 2ms/step - loss: 0.3971
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.4896
12/12 [==============================] - 0s 2ms/step - loss: 0.3966
12/12 [==============================] - 0s 2ms/step - loss: 0.3966
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.4887
12/12 [==============================] - 0s 2ms/step - loss: 0.3962
12/12 [==============================] - 0s 2ms/step - loss: 0.3962
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.4881
12/12 [==============================] - 0s 2ms/step - loss: 0.3958
12/12 [==============================] - 0s 2ms/step - loss: 0.3958
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.4875
12/12 [==============================] - 0s 2ms/step - loss: 0.3954
12/12 [==============================] - 0s 2ms/step - loss: 0.3954
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.4872
12/12 [==============================] - 0s 2ms/step - loss: 0.3949
12/12 [==============================] - 0s 2ms/step - loss: 0.3949
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.4874
12/12 [==============================] - 0s 2ms/step - loss: 0.3945
12/12 [==============================] - 0s 3ms/step - loss: 0.3945
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.4878
12/12 [==============================] - 0s 2ms/step - loss: 0.3940
12/12 [==============================] - 0s 3ms/step - loss: 0.3940
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.4886
12/12 [==============================] - 0s 2ms/step - loss: 0.3935
12/12 [==============================] - 0s 2ms/step - loss: 0.3935
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.4898
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.4913
12/12 [==============================] - 0s 2ms/step - loss: 0.3922
12/12 [==============================] - 0s 2ms/step - loss: 0.3922
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.4911
12/12 [==============================] - 0s 2ms/step - loss: 0.3917
12/12 [==============================] - 0s 2ms/step - loss: 0.3917
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.4892
12/12 [==============================] - 0s 2ms/step - loss: 0.3912
12/12 [==============================] - 0s 2ms/step - loss: 0.3912
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.4857
12/12 [==============================] - 0s 2ms/step - loss: 0.3908
12/12 [==============================] - 0s 2ms/step - loss: 0.3908
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.4835
12/12 [==============================] - 0s 3ms/step - loss: 0.3903
12/12 [==============================] - 0s 3ms/step - loss: 0.3903
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.4817
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
12/12 [==============================] - 0s 3ms/step - loss: 0.3898
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.4798
12/12 [==============================] - 0s 2ms/step - loss: 0.3894
12/12 [==============================] - 0s 3ms/step - loss: 0.3894
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.4784
12/12 [==============================] - 0s 2ms/step - loss: 0.3890
12/12 [==============================] - 0s 2ms/step - loss: 0.3890
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.4770
12/12 [==============================] - 0s 2ms/step - loss: 0.3886
12/12 [==============================] - 0s 2ms/step - loss: 0.3886
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.4752
12/12 [==============================] - 0s 2ms/step - loss: 0.3883
12/12 [==============================] - 0s 2ms/step - loss: 0.3883
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.4743
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.4732
12/12 [==============================] - 0s 2ms/step - loss: 0.3877
12/12 [==============================] - 0s 2ms/step - loss: 0.3877
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.4725
12/12 [==============================] - 0s 2ms/step - loss: 0.3873
12/12 [==============================] - 0s 3ms/step - loss: 0.3873
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.4712
12/12 [==============================] - 0s 2ms/step - loss: 0.3871
12/12 [==============================] - 0s 3ms/step - loss: 0.3871
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.4710
12/12 [==============================] - 0s 2ms/step - loss: 0.3867
12/12 [==============================] - 0s 2ms/step - loss: 0.3867
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.4705
12/12 [==============================] - 0s 2ms/step - loss: 0.3865
12/12 [==============================] - 0s 2ms/step - loss: 0.3865
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.4693
12/12 [==============================] - 0s 2ms/step - loss: 0.3862
12/12 [==============================] - 0s 3ms/step - loss: 0.3862
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.4693
12/12 [==============================] - 0s 2ms/step - loss: 0.3859
12/12 [==============================] - 0s 2ms/step - loss: 0.3859
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.4687
12/12 [==============================] - 0s 2ms/step - loss: 0.3856
12/12 [==============================] - 0s 3ms/step - loss: 0.3856
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.4673
12/12 [==============================] - 0s 2ms/step - loss: 0.3854
12/12 [==============================] - 0s 2ms/step - loss: 0.3854
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.4677
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.4676
12/12 [==============================] - 0s 2ms/step - loss: 0.3848
12/12 [==============================] - 0s 2ms/step - loss: 0.3848
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.4663
12/12 [==============================] - 0s 2ms/step - loss: 0.3846
12/12 [==============================] - 0s 2ms/step - loss: 0.3846
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.4664
12/12 [==============================] - 0s 2ms/step - loss: 0.3842
12/12 [==============================] - 0s 3ms/step - loss: 0.3842
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.4662
12/12 [==============================] - 0s 2ms/step - loss: 0.3840
12/12 [==============================] - 0s 3ms/step - loss: 0.3840
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.4652
12/12 [==============================] - 0s 2ms/step - loss: 0.3838
12/12 [==============================] - 0s 3ms/step - loss: 0.3838
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.4656
12/12 [==============================] - 0s 2ms/step - loss: 0.3834
12/12 [==============================] - 0s 3ms/step - loss: 0.3834
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.4656
12/12 [==============================] - 0s 2ms/step - loss: 0.3832
12/12 [==============================] - 0s 2ms/step - loss: 0.3832
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.4646
12/12 [==============================] - 0s 2ms/step - loss: 0.3829
12/12 [==============================] - 0s 3ms/step - loss: 0.3829
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.4641
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
12/12 [==============================] - 0s 3ms/step - loss: 0.3827
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.4636
12/12 [==============================] - 0s 2ms/step - loss: 0.3824
12/12 [==============================] - 0s 3ms/step - loss: 0.3824
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.4633
12/12 [==============================] - 0s 2ms/step - loss: 0.3821
12/12 [==============================] - 0s 2ms/step - loss: 0.3821
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.4631
12/12 [==============================] - 0s 2ms/step - loss: 0.3818
12/12 [==============================] - 0s 3ms/step - loss: 0.3818
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.4629
12/12 [==============================] - 0s 2ms/step - loss: 0.3817
12/12 [==============================] - 0s 2ms/step - loss: 0.3817
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.4626
12/12 [==============================] - 0s 2ms/step - loss: 0.3814
12/12 [==============================] - 0s 2ms/step - loss: 0.3814
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.4622
12/12 [==============================] - 0s 2ms/step - loss: 0.3812
12/12 [==============================] - 0s 3ms/step - loss: 0.3812
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.4618
12/12 [==============================] - 0s 2ms/step - loss: 0.3809
12/12 [==============================] - 0s 3ms/step - loss: 0.3809
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.4616
12/12 [==============================] - 0s 2ms/step - loss: 0.3807
12/12 [==============================] - 0s 2ms/step - loss: 0.3807
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.4613
12/12 [==============================] - 0s 2ms/step - loss: 0.3805
12/12 [==============================] - 0s 2ms/step - loss: 0.3805
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.4610
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.4604
12/12 [==============================] - 0s 2ms/step - loss: 0.3801
12/12 [==============================] - 0s 3ms/step - loss: 0.3801
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.4600
12/12 [==============================] - 0s 2ms/step - loss: 0.3799
12/12 [==============================] - 0s 2ms/step - loss: 0.3799
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.4597
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
12/12 [==============================] - 0s 3ms/step - loss: 0.3796
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.4596
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.4593
12/12 [==============================] - 0s 2ms/step - loss: 0.3793
12/12 [==============================] - 0s 2ms/step - loss: 0.3793
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.4589
12/12 [==============================] - 0s 2ms/step - loss: 0.3791
12/12 [==============================] - 0s 3ms/step - loss: 0.3791
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.4594
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
12/12 [==============================] - 0s 3ms/step - loss: 0.3790
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.4570
12/12 [==============================] - 0s 2ms/step - loss: 0.3797
12/12 [==============================] - 0s 3ms/step - loss: 0.3797
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.4592
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
12/12 [==============================] - 0s 3ms/step - loss: 0.3795
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.4596
12/12 [==============================] - 0s 2ms/step - loss: 0.3784
12/12 [==============================] - 0s 3ms/step - loss: 0.3784
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.4588
12/12 [==============================] - 0s 2ms/step - loss: 0.3786
12/12 [==============================] - 0s 2ms/step - loss: 0.3786
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.4569
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.4583
12/12 [==============================] - 0s 2ms/step - loss: 0.3788
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.4578
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.4580
12/12 [==============================] - 0s 2ms/step - loss: 0.3782
12/12 [==============================] - 0s 3ms/step - loss: 0.3782
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.7751
12/12 [==============================] - 0s 2ms/step - loss: 0.6996
12/12 [==============================] - 0s 2ms/step - loss: 0.6996
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.7680
12/12 [==============================] - 0s 2ms/step - loss: 0.6935
12/12 [==============================] - 0s 2ms/step - loss: 0.6935
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.7610
12/12 [==============================] - 0s 2ms/step - loss: 0.6889
12/12 [==============================] - 0s 3ms/step - loss: 0.6889
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.7543
12/12 [==============================] - 0s 4ms/step - loss: 0.6862
12/12 [==============================] - 0s 4ms/step - loss: 0.6862
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.7501
12/12 [==============================] - 0s 2ms/step - loss: 0.6841
12/12 [==============================] - 0s 3ms/step - loss: 0.6841
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.7481
12/12 [==============================] - 0s 2ms/step - loss: 0.6821
12/12 [==============================] - 0s 3ms/step - loss: 0.6821
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.7467
12/12 [==============================] - 0s 3ms/step - loss: 0.6802
12/12 [==============================] - 0s 3ms/step - loss: 0.6802
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.7452
12/12 [==============================] - 0s 2ms/step - loss: 0.6784
12/12 [==============================] - 0s 3ms/step - loss: 0.6784
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.7436
12/12 [==============================] - 0s 2ms/step - loss: 0.6767
12/12 [==============================] - 0s 3ms/step - loss: 0.6767
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.7420
12/12 [==============================] - 0s 2ms/step - loss: 0.6750
12/12 [==============================] - 0s 3ms/step - loss: 0.6750
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.7405
12/12 [==============================] - 0s 2ms/step - loss: 0.6734
12/12 [==============================] - 0s 3ms/step - loss: 0.6734
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.7391
12/12 [==============================] - 0s 2ms/step - loss: 0.6717
12/12 [==============================] - 0s 3ms/step - loss: 0.6717
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.7377
12/12 [==============================] - 0s 3ms/step - loss: 0.6699
12/12 [==============================] - 0s 3ms/step - loss: 0.6699
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.7363
12/12 [==============================] - 0s 3ms/step - loss: 0.6680
12/12 [==============================] - 0s 3ms/step - loss: 0.6680
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.7349
12/12 [==============================] - 0s 3ms/step - loss: 0.6661
12/12 [==============================] - 0s 3ms/step - loss: 0.6661
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.7337
12/12 [==============================] - 0s 3ms/step - loss: 0.6641
12/12 [==============================] - 0s 3ms/step - loss: 0.6641
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.7326
12/12 [==============================] - 0s 3ms/step - loss: 0.6622
12/12 [==============================] - 0s 3ms/step - loss: 0.6622
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.7316
12/12 [==============================] - 0s 3ms/step - loss: 0.6603
12/12 [==============================] - 0s 3ms/step - loss: 0.6603
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.7307
12/12 [==============================] - 0s 3ms/step - loss: 0.6584
12/12 [==============================] - 0s 3ms/step - loss: 0.6584
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.7298
12/12 [==============================] - 0s 3ms/step - loss: 0.6566
12/12 [==============================] - 0s 3ms/step - loss: 0.6566
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.7287
12/12 [==============================] - 0s 3ms/step - loss: 0.6549
12/12 [==============================] - 0s 3ms/step - loss: 0.6549
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.7277
12/12 [==============================] - 0s 3ms/step - loss: 0.6534
12/12 [==============================] - 0s 3ms/step - loss: 0.6534
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.7268
12/12 [==============================] - 0s 3ms/step - loss: 0.6520
12/12 [==============================] - 0s 3ms/step - loss: 0.6520
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.7259
12/12 [==============================] - 0s 3ms/step - loss: 0.6506
12/12 [==============================] - 0s 3ms/step - loss: 0.6506
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.7252
12/12 [==============================] - 0s 3ms/step - loss: 0.6495
12/12 [==============================] - 0s 3ms/step - loss: 0.6495
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.7246
12/12 [==============================] - 0s 3ms/step - loss: 0.6484
12/12 [==============================] - 0s 3ms/step - loss: 0.6484
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.7239
12/12 [==============================] - 0s 3ms/step - loss: 0.6475
12/12 [==============================] - 0s 3ms/step - loss: 0.6475
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.7232
12/12 [==============================] - 0s 3ms/step - loss: 0.6467
12/12 [==============================] - 0s 3ms/step - loss: 0.6467
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.7226
12/12 [==============================] - 0s 3ms/step - loss: 0.6460
12/12 [==============================] - 0s 3ms/step - loss: 0.6460
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.7226
12/12 [==============================] - 0s 3ms/step - loss: 0.6452
12/12 [==============================] - 0s 3ms/step - loss: 0.6452
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.7228
12/12 [==============================] - 0s 3ms/step - loss: 0.6444
12/12 [==============================] - 0s 3ms/step - loss: 0.6444
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.7231
12/12 [==============================] - 0s 3ms/step - loss: 0.6437
12/12 [==============================] - 0s 3ms/step - loss: 0.6437
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.7233
12/12 [==============================] - 0s 3ms/step - loss: 0.6431
12/12 [==============================] - 0s 3ms/step - loss: 0.6431
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.7235
12/12 [==============================] - 0s 3ms/step - loss: 0.6427
12/12 [==============================] - 0s 3ms/step - loss: 0.6427
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.7238
12/12 [==============================] - 0s 3ms/step - loss: 0.6423
12/12 [==============================] - 0s 3ms/step - loss: 0.6423
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.7242
12/12 [==============================] - 0s 3ms/step - loss: 0.6419
12/12 [==============================] - 0s 3ms/step - loss: 0.6419
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.7249
12/12 [==============================] - 0s 3ms/step - loss: 0.6415
12/12 [==============================] - 0s 3ms/step - loss: 0.6415
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.7257
12/12 [==============================] - 0s 3ms/step - loss: 0.6412
12/12 [==============================] - 0s 3ms/step - loss: 0.6412
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.7266
12/12 [==============================] - 0s 3ms/step - loss: 0.6409
12/12 [==============================] - 0s 3ms/step - loss: 0.6409
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.7277
12/12 [==============================] - 0s 3ms/step - loss: 0.6407
12/12 [==============================] - 0s 3ms/step - loss: 0.6407
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.7289
12/12 [==============================] - 0s 3ms/step - loss: 0.6404
12/12 [==============================] - 0s 3ms/step - loss: 0.6404
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.7302
12/12 [==============================] - 0s 3ms/step - loss: 0.6403
12/12 [==============================] - 0s 3ms/step - loss: 0.6403
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.7317
12/12 [==============================] - 0s 3ms/step - loss: 0.6402
12/12 [==============================] - 0s 3ms/step - loss: 0.6402
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.7334
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.7352
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.7369
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
12/12 [==============================] - 0s 4ms/step - loss: 0.6400
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.7388
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.7408
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.7429
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
12/12 [==============================] - 0s 4ms/step - loss: 0.6399
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.7450
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
12/12 [==============================] - 0s 4ms/step - loss: 0.6399
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.7471
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.7491
12/12 [==============================] - 0s 3ms/step - loss: 0.6401
12/12 [==============================] - 0s 4ms/step - loss: 0.6401
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.7509
12/12 [==============================] - 0s 3ms/step - loss: 0.6404
12/12 [==============================] - 0s 4ms/step - loss: 0.6404
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.7524
12/12 [==============================] - 0s 3ms/step - loss: 0.6409
12/12 [==============================] - 0s 3ms/step - loss: 0.6409
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.7540
12/12 [==============================] - 0s 3ms/step - loss: 0.6413
12/12 [==============================] - 0s 3ms/step - loss: 0.6413
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.7556
12/12 [==============================] - 0s 3ms/step - loss: 0.6417
12/12 [==============================] - 0s 4ms/step - loss: 0.6417
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.7574
12/12 [==============================] - 0s 3ms/step - loss: 0.6419
12/12 [==============================] - 0s 4ms/step - loss: 0.6419
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.7592
12/12 [==============================] - 0s 3ms/step - loss: 0.6420
12/12 [==============================] - 0s 3ms/step - loss: 0.6420
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.7610
12/12 [==============================] - 0s 3ms/step - loss: 0.6421
12/12 [==============================] - 0s 3ms/step - loss: 0.6421
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.7628
12/12 [==============================] - 0s 3ms/step - loss: 0.6420
12/12 [==============================] - 0s 4ms/step - loss: 0.6420
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.7647
12/12 [==============================] - 0s 3ms/step - loss: 0.6419
12/12 [==============================] - 0s 3ms/step - loss: 0.6419
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.7665
12/12 [==============================] - 0s 3ms/step - loss: 0.6417
12/12 [==============================] - 0s 3ms/step - loss: 0.6417
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.7684
12/12 [==============================] - 0s 3ms/step - loss: 0.6414
12/12 [==============================] - 0s 4ms/step - loss: 0.6414
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.7704
12/12 [==============================] - 0s 3ms/step - loss: 0.6410
12/12 [==============================] - 0s 4ms/step - loss: 0.6410
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.7723
12/12 [==============================] - 0s 3ms/step - loss: 0.6406
12/12 [==============================] - 0s 4ms/step - loss: 0.6406
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.7742
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.7760
12/12 [==============================] - 0s 3ms/step - loss: 0.6396
12/12 [==============================] - 0s 4ms/step - loss: 0.6396
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.7776
12/12 [==============================] - 0s 3ms/step - loss: 0.6392
12/12 [==============================] - 0s 4ms/step - loss: 0.6392
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.7790
12/12 [==============================] - 0s 3ms/step - loss: 0.6388
12/12 [==============================] - 0s 3ms/step - loss: 0.6388
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.7803
12/12 [==============================] - 0s 3ms/step - loss: 0.6385
12/12 [==============================] - 0s 3ms/step - loss: 0.6385
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.7816
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
12/12 [==============================] - 0s 3ms/step - loss: 0.6381
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.7829
12/12 [==============================] - 0s 3ms/step - loss: 0.6377
12/12 [==============================] - 0s 4ms/step - loss: 0.6377
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.7841
12/12 [==============================] - 0s 3ms/step - loss: 0.6373
12/12 [==============================] - 0s 3ms/step - loss: 0.6373
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.7852
12/12 [==============================] - 0s 3ms/step - loss: 0.6368
12/12 [==============================] - 0s 4ms/step - loss: 0.6368
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.7862
12/12 [==============================] - 0s 3ms/step - loss: 0.6364
12/12 [==============================] - 0s 5ms/step - loss: 0.6364
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.7870
12/12 [==============================] - 0s 3ms/step - loss: 0.6360
12/12 [==============================] - 0s 3ms/step - loss: 0.6360
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.7879
12/12 [==============================] - 0s 3ms/step - loss: 0.6357
12/12 [==============================] - 0s 3ms/step - loss: 0.6357
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.7887
12/12 [==============================] - 0s 3ms/step - loss: 0.6353
12/12 [==============================] - 0s 3ms/step - loss: 0.6353
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.7895
12/12 [==============================] - 0s 3ms/step - loss: 0.6348
12/12 [==============================] - 0s 4ms/step - loss: 0.6348
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.7903
12/12 [==============================] - 0s 3ms/step - loss: 0.6343
12/12 [==============================] - 0s 3ms/step - loss: 0.6343
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.7910
12/12 [==============================] - 0s 3ms/step - loss: 0.6339
12/12 [==============================] - 0s 3ms/step - loss: 0.6339
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.7916
12/12 [==============================] - 0s 4ms/step - loss: 0.6335
12/12 [==============================] - 0s 4ms/step - loss: 0.6335
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.7923
12/12 [==============================] - 0s 3ms/step - loss: 0.6331
12/12 [==============================] - 0s 4ms/step - loss: 0.6331
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.7930
12/12 [==============================] - 0s 3ms/step - loss: 0.6326
12/12 [==============================] - 0s 3ms/step - loss: 0.6326
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.7937
12/12 [==============================] - 0s 3ms/step - loss: 0.6321
12/12 [==============================] - 0s 4ms/step - loss: 0.6321
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.7943
12/12 [==============================] - 0s 3ms/step - loss: 0.6317
12/12 [==============================] - 0s 4ms/step - loss: 0.6317
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.7949
12/12 [==============================] - 0s 3ms/step - loss: 0.6312
12/12 [==============================] - 0s 3ms/step - loss: 0.6312
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.7955
12/12 [==============================] - 0s 3ms/step - loss: 0.6307
12/12 [==============================] - 0s 3ms/step - loss: 0.6307
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.7960
12/12 [==============================] - 0s 3ms/step - loss: 0.6303
12/12 [==============================] - 0s 3ms/step - loss: 0.6303
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.7966
12/12 [==============================] - 0s 3ms/step - loss: 0.6298
12/12 [==============================] - 0s 3ms/step - loss: 0.6298
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.7971
12/12 [==============================] - 0s 3ms/step - loss: 0.6292
12/12 [==============================] - 0s 3ms/step - loss: 0.6292
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.7976
12/12 [==============================] - 0s 3ms/step - loss: 0.6287
12/12 [==============================] - 0s 3ms/step - loss: 0.6287
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.7981
12/12 [==============================] - 0s 3ms/step - loss: 0.6283
12/12 [==============================] - 0s 3ms/step - loss: 0.6283
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.7987
12/12 [==============================] - 0s 3ms/step - loss: 0.6278
12/12 [==============================] - 0s 3ms/step - loss: 0.6278
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.7992
12/12 [==============================] - 0s 3ms/step - loss: 0.6272
12/12 [==============================] - 0s 3ms/step - loss: 0.6272
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.7997
12/12 [==============================] - 0s 3ms/step - loss: 0.6267
12/12 [==============================] - 0s 4ms/step - loss: 0.6267
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.8001
12/12 [==============================] - 0s 3ms/step - loss: 0.6261
12/12 [==============================] - 0s 3ms/step - loss: 0.6261
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.8006
12/12 [==============================] - 0s 3ms/step - loss: 0.6256
12/12 [==============================] - 0s 3ms/step - loss: 0.6256
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.8011
12/12 [==============================] - 0s 3ms/step - loss: 0.6251
12/12 [==============================] - 0s 3ms/step - loss: 0.6251
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.8016
12/12 [==============================] - 0s 3ms/step - loss: 0.6244
12/12 [==============================] - 0s 3ms/step - loss: 0.6244
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.8019
12/12 [==============================] - 0s 3ms/step - loss: 0.6239
12/12 [==============================] - 0s 3ms/step - loss: 0.6239
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.8023
12/12 [==============================] - 0s 3ms/step - loss: 0.6233
12/12 [==============================] - 0s 3ms/step - loss: 0.6233
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.8027
12/12 [==============================] - 0s 3ms/step - loss: 0.6226
12/12 [==============================] - 0s 3ms/step - loss: 0.6226
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.8030
12/12 [==============================] - 0s 3ms/step - loss: 0.6221
12/12 [==============================] - 0s 3ms/step - loss: 0.6221
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.8033
12/12 [==============================] - 0s 3ms/step - loss: 0.6214
12/12 [==============================] - 0s 3ms/step - loss: 0.6214
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.8036
12/12 [==============================] - 0s 3ms/step - loss: 0.6206
12/12 [==============================] - 0s 3ms/step - loss: 0.6206
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.8039
12/12 [==============================] - 0s 3ms/step - loss: 0.6200
12/12 [==============================] - 0s 3ms/step - loss: 0.6200
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.8041
12/12 [==============================] - 0s 3ms/step - loss: 0.6192
12/12 [==============================] - 0s 3ms/step - loss: 0.6192
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.8043
12/12 [==============================] - 0s 3ms/step - loss: 0.6184
12/12 [==============================] - 0s 3ms/step - loss: 0.6184
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.8044
12/12 [==============================] - 0s 3ms/step - loss: 0.6175
12/12 [==============================] - 0s 3ms/step - loss: 0.6175
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.8045
12/12 [==============================] - 0s 3ms/step - loss: 0.6168
12/12 [==============================] - 0s 3ms/step - loss: 0.6168
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.8046
12/12 [==============================] - 0s 3ms/step - loss: 0.6159
12/12 [==============================] - 0s 3ms/step - loss: 0.6159
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.8047
12/12 [==============================] - 0s 3ms/step - loss: 0.6149
12/12 [==============================] - 0s 3ms/step - loss: 0.6149
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.8047
12/12 [==============================] - 0s 3ms/step - loss: 0.6139
12/12 [==============================] - 0s 3ms/step - loss: 0.6139
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.8046
12/12 [==============================] - 0s 3ms/step - loss: 0.6131
12/12 [==============================] - 0s 3ms/step - loss: 0.6131
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.8045
12/12 [==============================] - 0s 3ms/step - loss: 0.6120
12/12 [==============================] - 0s 3ms/step - loss: 0.6120
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.8044
12/12 [==============================] - 0s 3ms/step - loss: 0.6110
12/12 [==============================] - 0s 3ms/step - loss: 0.6110
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.8042
12/12 [==============================] - 0s 3ms/step - loss: 0.6099
12/12 [==============================] - 0s 3ms/step - loss: 0.6099
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.8040
12/12 [==============================] - 0s 3ms/step - loss: 0.6089
12/12 [==============================] - 0s 3ms/step - loss: 0.6089
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.8037
12/12 [==============================] - 0s 3ms/step - loss: 0.6080
12/12 [==============================] - 0s 3ms/step - loss: 0.6080
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.8034
12/12 [==============================] - 0s 3ms/step - loss: 0.6067
12/12 [==============================] - 0s 3ms/step - loss: 0.6067
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.8030
12/12 [==============================] - 0s 3ms/step - loss: 0.6056
12/12 [==============================] - 0s 4ms/step - loss: 0.6056
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.8026
12/12 [==============================] - 0s 3ms/step - loss: 0.6046
12/12 [==============================] - 0s 3ms/step - loss: 0.6046
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.8022
12/12 [==============================] - 0s 3ms/step - loss: 0.6034
12/12 [==============================] - 0s 3ms/step - loss: 0.6034
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.8017
12/12 [==============================] - 0s 3ms/step - loss: 0.6024
12/12 [==============================] - 0s 3ms/step - loss: 0.6024
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.8012
12/12 [==============================] - 0s 3ms/step - loss: 0.6012
12/12 [==============================] - 0s 3ms/step - loss: 0.6012
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.8006
12/12 [==============================] - 0s 3ms/step - loss: 0.6004
12/12 [==============================] - 0s 3ms/step - loss: 0.6004
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.8001
12/12 [==============================] - 0s 3ms/step - loss: 0.5994
12/12 [==============================] - 0s 3ms/step - loss: 0.5994
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.7995
12/12 [==============================] - 0s 3ms/step - loss: 0.5982
12/12 [==============================] - 0s 3ms/step - loss: 0.5982
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.7988
12/12 [==============================] - 0s 3ms/step - loss: 0.5974
12/12 [==============================] - 0s 3ms/step - loss: 0.5974
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.7981
12/12 [==============================] - 0s 3ms/step - loss: 0.5966
12/12 [==============================] - 0s 3ms/step - loss: 0.5966
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.7974
12/12 [==============================] - 0s 3ms/step - loss: 0.5958
12/12 [==============================] - 0s 3ms/step - loss: 0.5958
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.7968
12/12 [==============================] - 0s 3ms/step - loss: 0.5949
12/12 [==============================] - 0s 3ms/step - loss: 0.5949
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.7961
12/12 [==============================] - 0s 3ms/step - loss: 0.5941
12/12 [==============================] - 0s 3ms/step - loss: 0.5941
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.7954
12/12 [==============================] - 0s 3ms/step - loss: 0.5937
12/12 [==============================] - 0s 3ms/step - loss: 0.5937
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.7947
12/12 [==============================] - 0s 3ms/step - loss: 0.5930
12/12 [==============================] - 0s 3ms/step - loss: 0.5930
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.7940
12/12 [==============================] - 0s 3ms/step - loss: 0.5923
12/12 [==============================] - 0s 3ms/step - loss: 0.5923
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.7933
12/12 [==============================] - 0s 3ms/step - loss: 0.5919
12/12 [==============================] - 0s 3ms/step - loss: 0.5919
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.7927
12/12 [==============================] - 0s 3ms/step - loss: 0.5914
12/12 [==============================] - 0s 3ms/step - loss: 0.5914
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.7920
12/12 [==============================] - 0s 3ms/step - loss: 0.5909
12/12 [==============================] - 0s 3ms/step - loss: 0.5909
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.7914
12/12 [==============================] - 0s 3ms/step - loss: 0.5903
12/12 [==============================] - 0s 3ms/step - loss: 0.5903
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.7908
12/12 [==============================] - 0s 3ms/step - loss: 0.5899
12/12 [==============================] - 0s 3ms/step - loss: 0.5899
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.7901
12/12 [==============================] - 0s 2ms/step - loss: 0.5898
12/12 [==============================] - 0s 3ms/step - loss: 0.5898
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.7896
12/12 [==============================] - 0s 3ms/step - loss: 0.5894
12/12 [==============================] - 0s 3ms/step - loss: 0.5894
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.7890
12/12 [==============================] - 0s 3ms/step - loss: 0.5890
12/12 [==============================] - 0s 3ms/step - loss: 0.5890
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.7884
12/12 [==============================] - 0s 3ms/step - loss: 0.5888
12/12 [==============================] - 0s 3ms/step - loss: 0.5888
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.7879
12/12 [==============================] - 0s 3ms/step - loss: 0.5886
12/12 [==============================] - 0s 3ms/step - loss: 0.5886
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.7874
12/12 [==============================] - 0s 3ms/step - loss: 0.5882
12/12 [==============================] - 0s 3ms/step - loss: 0.5882
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.7869
12/12 [==============================] - 0s 3ms/step - loss: 0.5881
12/12 [==============================] - 0s 3ms/step - loss: 0.5881
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.7865
12/12 [==============================] - 0s 2ms/step - loss: 0.5879
12/12 [==============================] - 0s 3ms/step - loss: 0.5879
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.7860
12/12 [==============================] - 0s 2ms/step - loss: 0.5877
12/12 [==============================] - 0s 3ms/step - loss: 0.5877
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.7856
12/12 [==============================] - 0s 2ms/step - loss: 0.5875
12/12 [==============================] - 0s 3ms/step - loss: 0.5875
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.7852
12/12 [==============================] - 0s 2ms/step - loss: 0.5873
12/12 [==============================] - 0s 3ms/step - loss: 0.5873
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.7847
12/12 [==============================] - 0s 2ms/step - loss: 0.5871
12/12 [==============================] - 0s 3ms/step - loss: 0.5871
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.7843
12/12 [==============================] - 0s 2ms/step - loss: 0.5869
12/12 [==============================] - 0s 3ms/step - loss: 0.5869
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.7840
12/12 [==============================] - 0s 2ms/step - loss: 0.5867
12/12 [==============================] - 0s 2ms/step - loss: 0.5867
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.7836
12/12 [==============================] - 0s 2ms/step - loss: 0.5865
12/12 [==============================] - 0s 3ms/step - loss: 0.5865
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.7832
12/12 [==============================] - 0s 2ms/step - loss: 0.5864
12/12 [==============================] - 0s 3ms/step - loss: 0.5864
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.7828
12/12 [==============================] - 0s 3ms/step - loss: 0.5862
12/12 [==============================] - 0s 3ms/step - loss: 0.5862
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.7825
12/12 [==============================] - 0s 2ms/step - loss: 0.5861
12/12 [==============================] - 0s 3ms/step - loss: 0.5861
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.7821
12/12 [==============================] - 0s 2ms/step - loss: 0.5858
12/12 [==============================] - 0s 3ms/step - loss: 0.5858
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.7818
12/12 [==============================] - 0s 2ms/step - loss: 0.5856
12/12 [==============================] - 0s 3ms/step - loss: 0.5856
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.7814
12/12 [==============================] - 0s 2ms/step - loss: 0.5854
12/12 [==============================] - 0s 2ms/step - loss: 0.5854
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 2ms/step - loss: 0.5852
12/12 [==============================] - 0s 2ms/step - loss: 0.5852
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.7808
12/12 [==============================] - 0s 2ms/step - loss: 0.5851
12/12 [==============================] - 0s 3ms/step - loss: 0.5851
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.7804
12/12 [==============================] - 0s 2ms/step - loss: 0.5849
12/12 [==============================] - 0s 2ms/step - loss: 0.5849
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.7801
12/12 [==============================] - 0s 4ms/step - loss: 0.5847
12/12 [==============================] - 0s 4ms/step - loss: 0.5847
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.7798
12/12 [==============================] - 0s 3ms/step - loss: 0.5846
12/12 [==============================] - 0s 3ms/step - loss: 0.5846
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.7795
12/12 [==============================] - 0s 2ms/step - loss: 0.5844
12/12 [==============================] - 0s 3ms/step - loss: 0.5844
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.7792
12/12 [==============================] - 0s 2ms/step - loss: 0.5843
12/12 [==============================] - 0s 2ms/step - loss: 0.5843
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.7789
12/12 [==============================] - 0s 2ms/step - loss: 0.5844
12/12 [==============================] - 0s 2ms/step - loss: 0.5844
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.7786
12/12 [==============================] - 0s 2ms/step - loss: 0.5841
12/12 [==============================] - 0s 3ms/step - loss: 0.5841
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.7783
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
12/12 [==============================] - 0s 3ms/step - loss: 0.5840
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.7781
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.7778
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.7776
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.7773
12/12 [==============================] - 0s 2ms/step - loss: 0.5838
12/12 [==============================] - 0s 2ms/step - loss: 0.5838
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.7771
12/12 [==============================] - 0s 2ms/step - loss: 0.5839
12/12 [==============================] - 0s 2ms/step - loss: 0.5839
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.7768
12/12 [==============================] - 0s 2ms/step - loss: 0.5835
12/12 [==============================] - 0s 2ms/step - loss: 0.5835
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.7766
12/12 [==============================] - 0s 2ms/step - loss: 0.5835
12/12 [==============================] - 0s 3ms/step - loss: 0.5835
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.7764
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.7762
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.7759
12/12 [==============================] - 0s 2ms/step - loss: 0.5835
12/12 [==============================] - 0s 2ms/step - loss: 0.5835
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.7757
12/12 [==============================] - 0s 2ms/step - loss: 0.5834
12/12 [==============================] - 0s 2ms/step - loss: 0.5834
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.7755
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.7753
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.7751
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.7750
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.7748
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.7746
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
12/12 [==============================] - 0s 2ms/step - loss: 0.5837
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.7744
12/12 [==============================] - 0s 2ms/step - loss: 0.5838
12/12 [==============================] - 0s 2ms/step - loss: 0.5838
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.7743
12/12 [==============================] - 0s 2ms/step - loss: 0.5839
12/12 [==============================] - 0s 2ms/step - loss: 0.5839
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.7741
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.7740
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.7739
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
12/12 [==============================] - 0s 2ms/step - loss: 0.5840
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.7737
12/12 [==============================] - 0s 2ms/step - loss: 0.5841
12/12 [==============================] - 0s 2ms/step - loss: 0.5841
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.7736
12/12 [==============================] - 0s 2ms/step - loss: 0.5842
12/12 [==============================] - 0s 2ms/step - loss: 0.5842
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.7735
12/12 [==============================] - 0s 2ms/step - loss: 0.5846
12/12 [==============================] - 0s 2ms/step - loss: 0.5846
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.7733
12/12 [==============================] - 0s 2ms/step - loss: 0.5848
12/12 [==============================] - 0s 2ms/step - loss: 0.5848
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5850
12/12 [==============================] - 0s 2ms/step - loss: 0.5850
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.7731
12/12 [==============================] - 0s 2ms/step - loss: 0.5855
12/12 [==============================] - 0s 2ms/step - loss: 0.5855
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.7730
12/12 [==============================] - 0s 2ms/step - loss: 0.5854
12/12 [==============================] - 0s 2ms/step - loss: 0.5854
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.7729
12/12 [==============================] - 0s 2ms/step - loss: 0.5858
12/12 [==============================] - 0s 2ms/step - loss: 0.5858
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.7727
12/12 [==============================] - 0s 2ms/step - loss: 0.5865
12/12 [==============================] - 0s 2ms/step - loss: 0.5865
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.7727
12/12 [==============================] - 0s 2ms/step - loss: 0.5866
12/12 [==============================] - 0s 2ms/step - loss: 0.5866
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.7726
12/12 [==============================] - 0s 2ms/step - loss: 0.5869
12/12 [==============================] - 0s 2ms/step - loss: 0.5869
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.7725
12/12 [==============================] - 0s 2ms/step - loss: 0.5875
12/12 [==============================] - 0s 2ms/step - loss: 0.5875
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.7725
12/12 [==============================] - 0s 2ms/step - loss: 0.5878
12/12 [==============================] - 0s 2ms/step - loss: 0.5878
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.7724
12/12 [==============================] - 0s 2ms/step - loss: 0.5881
12/12 [==============================] - 0s 2ms/step - loss: 0.5881
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.7724
12/12 [==============================] - 0s 2ms/step - loss: 0.5886
12/12 [==============================] - 0s 2ms/step - loss: 0.5886
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.7724
12/12 [==============================] - 0s 2ms/step - loss: 0.5891
12/12 [==============================] - 0s 2ms/step - loss: 0.5891
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.7724
12/12 [==============================] - 0s 2ms/step - loss: 0.5893
12/12 [==============================] - 0s 2ms/step - loss: 0.5893
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.7724
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
12/12 [==============================] - 0s 3ms/step - loss: 0.5894
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.7725
12/12 [==============================] - 0s 2ms/step - loss: 0.5901
12/12 [==============================] - 0s 2ms/step - loss: 0.5901
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.7725
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.7726
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.7726
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.7727
12/12 [==============================] - 0s 2ms/step - loss: 0.5906
12/12 [==============================] - 0s 2ms/step - loss: 0.5906
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.7728
12/12 [==============================] - 0s 2ms/step - loss: 0.5907
12/12 [==============================] - 0s 2ms/step - loss: 0.5907
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.7729
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
12/12 [==============================] - 0s 3ms/step - loss: 0.5903
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.7729
12/12 [==============================] - 0s 2ms/step - loss: 0.5904
12/12 [==============================] - 0s 3ms/step - loss: 0.5904
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.7730
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.7731
12/12 [==============================] - 0s 2ms/step - loss: 0.5899
12/12 [==============================] - 0s 2ms/step - loss: 0.5899
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.7731
12/12 [==============================] - 0s 2ms/step - loss: 0.5895
12/12 [==============================] - 0s 2ms/step - loss: 0.5895
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
12/12 [==============================] - 0s 3ms/step - loss: 0.5894
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5895
12/12 [==============================] - 0s 2ms/step - loss: 0.5895
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5900
12/12 [==============================] - 0s 3ms/step - loss: 0.5900
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.7731
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
12/12 [==============================] - 0s 2ms/step - loss: 0.5903
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
12/12 [==============================] - 0s 2ms/step - loss: 0.5905
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5906
12/12 [==============================] - 0s 2ms/step - loss: 0.5906
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5907
12/12 [==============================] - 0s 2ms/step - loss: 0.5907
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5908
12/12 [==============================] - 0s 2ms/step - loss: 0.5908
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.7732
12/12 [==============================] - 0s 2ms/step - loss: 0.5912
12/12 [==============================] - 0s 2ms/step - loss: 0.5912
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.7733
12/12 [==============================] - 0s 2ms/step - loss: 0.5913
12/12 [==============================] - 0s 2ms/step - loss: 0.5913
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.7733
12/12 [==============================] - 0s 2ms/step - loss: 0.5907
12/12 [==============================] - 0s 2ms/step - loss: 0.5907
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.7733
12/12 [==============================] - 0s 2ms/step - loss: 0.5909
12/12 [==============================] - 0s 3ms/step - loss: 0.5909
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.7733
12/12 [==============================] - 0s 2ms/step - loss: 0.5911
12/12 [==============================] - 0s 2ms/step - loss: 0.5911
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5910
12/12 [==============================] - 0s 2ms/step - loss: 0.5910
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5911
12/12 [==============================] - 0s 2ms/step - loss: 0.5911
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5912
12/12 [==============================] - 0s 2ms/step - loss: 0.5912
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5914
12/12 [==============================] - 0s 2ms/step - loss: 0.5914
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5916
12/12 [==============================] - 0s 2ms/step - loss: 0.5916
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5920
12/12 [==============================] - 0s 3ms/step - loss: 0.5920
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5918
12/12 [==============================] - 0s 2ms/step - loss: 0.5918
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5921
12/12 [==============================] - 0s 2ms/step - loss: 0.5921
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.7734
12/12 [==============================] - 0s 2ms/step - loss: 0.5923
12/12 [==============================] - 0s 2ms/step - loss: 0.5923
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.8249
12/12 [==============================] - 0s 2ms/step - loss: 0.7275
12/12 [==============================] - 0s 2ms/step - loss: 0.7275
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.8205
12/12 [==============================] - 0s 2ms/step - loss: 0.7238
12/12 [==============================] - 0s 2ms/step - loss: 0.7238
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.8230
12/12 [==============================] - 0s 2ms/step - loss: 0.7211
12/12 [==============================] - 0s 2ms/step - loss: 0.7211
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.8257
12/12 [==============================] - 0s 2ms/step - loss: 0.7188
12/12 [==============================] - 0s 2ms/step - loss: 0.7188
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.8285
12/12 [==============================] - 0s 2ms/step - loss: 0.7165
12/12 [==============================] - 0s 2ms/step - loss: 0.7165
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.8314
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.8344
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.8374
12/12 [==============================] - 0s 2ms/step - loss: 0.7090
12/12 [==============================] - 0s 3ms/step - loss: 0.7090
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.8406
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.8438
12/12 [==============================] - 0s 2ms/step - loss: 0.7026
12/12 [==============================] - 0s 2ms/step - loss: 0.7026
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.8470
12/12 [==============================] - 0s 2ms/step - loss: 0.6990
12/12 [==============================] - 0s 3ms/step - loss: 0.6990
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.8502
12/12 [==============================] - 0s 2ms/step - loss: 0.6953
12/12 [==============================] - 0s 2ms/step - loss: 0.6953
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.8528
12/12 [==============================] - 0s 2ms/step - loss: 0.6921
12/12 [==============================] - 0s 2ms/step - loss: 0.6921
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.8544
12/12 [==============================] - 0s 2ms/step - loss: 0.6895
12/12 [==============================] - 0s 2ms/step - loss: 0.6895
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.8550
12/12 [==============================] - 0s 2ms/step - loss: 0.6876
12/12 [==============================] - 0s 2ms/step - loss: 0.6876
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.8549
12/12 [==============================] - 0s 2ms/step - loss: 0.6862
12/12 [==============================] - 0s 2ms/step - loss: 0.6862
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.8546
12/12 [==============================] - 0s 2ms/step - loss: 0.6849
12/12 [==============================] - 0s 2ms/step - loss: 0.6849
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.8545
12/12 [==============================] - 0s 2ms/step - loss: 0.6832
12/12 [==============================] - 0s 2ms/step - loss: 0.6832
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.8547
12/12 [==============================] - 0s 2ms/step - loss: 0.6815
12/12 [==============================] - 0s 2ms/step - loss: 0.6815
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.8545
12/12 [==============================] - 0s 2ms/step - loss: 0.6801
12/12 [==============================] - 0s 2ms/step - loss: 0.6801
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.8539
12/12 [==============================] - 0s 2ms/step - loss: 0.6792
12/12 [==============================] - 0s 2ms/step - loss: 0.6792
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.8530
12/12 [==============================] - 0s 2ms/step - loss: 0.6783
12/12 [==============================] - 0s 2ms/step - loss: 0.6783
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.8523
12/12 [==============================] - 0s 2ms/step - loss: 0.6774
12/12 [==============================] - 0s 2ms/step - loss: 0.6774
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.8514
12/12 [==============================] - 0s 2ms/step - loss: 0.6766
12/12 [==============================] - 0s 2ms/step - loss: 0.6766
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.8505
12/12 [==============================] - 0s 2ms/step - loss: 0.6760
12/12 [==============================] - 0s 2ms/step - loss: 0.6760
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.8496
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.8487
12/12 [==============================] - 0s 2ms/step - loss: 0.6747
12/12 [==============================] - 0s 2ms/step - loss: 0.6747
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.8479
12/12 [==============================] - 0s 2ms/step - loss: 0.6739
12/12 [==============================] - 0s 2ms/step - loss: 0.6739
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.8471
12/12 [==============================] - 0s 2ms/step - loss: 0.6733
12/12 [==============================] - 0s 2ms/step - loss: 0.6733
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.8463
12/12 [==============================] - 0s 2ms/step - loss: 0.6728
12/12 [==============================] - 0s 2ms/step - loss: 0.6728
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.8456
12/12 [==============================] - 0s 2ms/step - loss: 0.6720
12/12 [==============================] - 0s 3ms/step - loss: 0.6720
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.8450
12/12 [==============================] - 0s 2ms/step - loss: 0.6712
12/12 [==============================] - 0s 2ms/step - loss: 0.6712
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.8442
12/12 [==============================] - 0s 2ms/step - loss: 0.6712
12/12 [==============================] - 0s 2ms/step - loss: 0.6712
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.8435
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.8431
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.8424
12/12 [==============================] - 0s 2ms/step - loss: 0.6694
12/12 [==============================] - 0s 2ms/step - loss: 0.6694
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.8416
12/12 [==============================] - 0s 2ms/step - loss: 0.6679
12/12 [==============================] - 0s 2ms/step - loss: 0.6679
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.8413
12/12 [==============================] - 0s 2ms/step - loss: 0.6665
12/12 [==============================] - 0s 2ms/step - loss: 0.6665
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.8402
12/12 [==============================] - 0s 2ms/step - loss: 0.6688
12/12 [==============================] - 0s 2ms/step - loss: 0.6688
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.8394
12/12 [==============================] - 0s 2ms/step - loss: 0.6652
12/12 [==============================] - 0s 2ms/step - loss: 0.6652
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.8393
12/12 [==============================] - 0s 2ms/step - loss: 0.6635
12/12 [==============================] - 0s 2ms/step - loss: 0.6635
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.8376
12/12 [==============================] - 0s 2ms/step - loss: 0.6723
12/12 [==============================] - 0s 2ms/step - loss: 0.6723
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.8368
12/12 [==============================] - 0s 2ms/step - loss: 0.6619
12/12 [==============================] - 0s 3ms/step - loss: 0.6619
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.8377
12/12 [==============================] - 0s 2ms/step - loss: 0.6607
12/12 [==============================] - 0s 2ms/step - loss: 0.6607
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.8331
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.8307
12/12 [==============================] - 0s 2ms/step - loss: 0.6824
12/12 [==============================] - 0s 2ms/step - loss: 0.6824
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.8373
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.8379
12/12 [==============================] - 0s 2ms/step - loss: 0.6607
12/12 [==============================] - 0s 2ms/step - loss: 0.6607
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.8285
12/12 [==============================] - 0s 2ms/step - loss: 0.7263
12/12 [==============================] - 0s 2ms/step - loss: 0.7263
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.8237
12/12 [==============================] - 0s 2ms/step - loss: 0.7317
12/12 [==============================] - 0s 3ms/step - loss: 0.7317
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.8272
12/12 [==============================] - 0s 2ms/step - loss: 0.7010
12/12 [==============================] - 0s 2ms/step - loss: 0.7010
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.8319
12/12 [==============================] - 0s 2ms/step - loss: 0.6626
12/12 [==============================] - 0s 2ms/step - loss: 0.6626
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.8354
12/12 [==============================] - 0s 2ms/step - loss: 0.6571
12/12 [==============================] - 0s 2ms/step - loss: 0.6571
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.8344
12/12 [==============================] - 0s 2ms/step - loss: 0.6571
12/12 [==============================] - 0s 2ms/step - loss: 0.6571
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.8302
12/12 [==============================] - 0s 2ms/step - loss: 0.6783
12/12 [==============================] - 0s 2ms/step - loss: 0.6783
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.8288
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
12/12 [==============================] - 0s 2ms/step - loss: 0.6689
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.8315
12/12 [==============================] - 0s 2ms/step - loss: 0.6583
12/12 [==============================] - 0s 2ms/step - loss: 0.6583
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.8308
12/12 [==============================] - 0s 2ms/step - loss: 0.6585
12/12 [==============================] - 0s 2ms/step - loss: 0.6585
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.8256
12/12 [==============================] - 0s 2ms/step - loss: 0.6971
12/12 [==============================] - 0s 3ms/step - loss: 0.6971
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.8244
12/12 [==============================] - 0s 2ms/step - loss: 0.6782
12/12 [==============================] - 0s 2ms/step - loss: 0.6782
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.8283
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.8279
12/12 [==============================] - 0s 2ms/step - loss: 0.6591
12/12 [==============================] - 0s 2ms/step - loss: 0.6591
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.8216
12/12 [==============================] - 0s 2ms/step - loss: 0.7126
12/12 [==============================] - 0s 3ms/step - loss: 0.7126
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.8194
12/12 [==============================] - 0s 2ms/step - loss: 0.7096
12/12 [==============================] - 0s 2ms/step - loss: 0.7096
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.8228
12/12 [==============================] - 0s 2ms/step - loss: 0.6644
12/12 [==============================] - 0s 3ms/step - loss: 0.6644
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.8258
12/12 [==============================] - 0s 2ms/step - loss: 0.6561
12/12 [==============================] - 0s 3ms/step - loss: 0.6561
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.8234
12/12 [==============================] - 0s 2ms/step - loss: 0.6653
12/12 [==============================] - 0s 2ms/step - loss: 0.6653
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.8186
12/12 [==============================] - 0s 2ms/step - loss: 0.6964
12/12 [==============================] - 0s 2ms/step - loss: 0.6964
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.8182
12/12 [==============================] - 0s 2ms/step - loss: 0.6777
12/12 [==============================] - 0s 2ms/step - loss: 0.6777
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.8200
12/12 [==============================] - 0s 2ms/step - loss: 0.6648
12/12 [==============================] - 0s 2ms/step - loss: 0.6648
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.8177
12/12 [==============================] - 0s 2ms/step - loss: 0.6789
12/12 [==============================] - 0s 2ms/step - loss: 0.6789
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.8136
12/12 [==============================] - 0s 2ms/step - loss: 0.7048
12/12 [==============================] - 0s 2ms/step - loss: 0.7048
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.8130
12/12 [==============================] - 0s 2ms/step - loss: 0.6937
12/12 [==============================] - 0s 3ms/step - loss: 0.6937
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.8136
12/12 [==============================] - 0s 2ms/step - loss: 0.6771
12/12 [==============================] - 0s 2ms/step - loss: 0.6771
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.8128
12/12 [==============================] - 0s 2ms/step - loss: 0.6768
12/12 [==============================] - 0s 2ms/step - loss: 0.6768
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.8105
12/12 [==============================] - 0s 2ms/step - loss: 0.6876
12/12 [==============================] - 0s 2ms/step - loss: 0.6876
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.8082
12/12 [==============================] - 0s 2ms/step - loss: 0.6950
12/12 [==============================] - 0s 2ms/step - loss: 0.6950
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.8061
12/12 [==============================] - 0s 2ms/step - loss: 0.7007
12/12 [==============================] - 0s 3ms/step - loss: 0.7007
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.8042
12/12 [==============================] - 0s 2ms/step - loss: 0.7041
12/12 [==============================] - 0s 3ms/step - loss: 0.7041
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.8026
12/12 [==============================] - 0s 2ms/step - loss: 0.7053
12/12 [==============================] - 0s 3ms/step - loss: 0.7053
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.8012
12/12 [==============================] - 0s 2ms/step - loss: 0.7043
12/12 [==============================] - 0s 2ms/step - loss: 0.7043
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.7999
12/12 [==============================] - 0s 2ms/step - loss: 0.7008
12/12 [==============================] - 0s 2ms/step - loss: 0.7008
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.7986
12/12 [==============================] - 0s 2ms/step - loss: 0.6959
12/12 [==============================] - 0s 2ms/step - loss: 0.6959
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.7968
12/12 [==============================] - 0s 2ms/step - loss: 0.6917
12/12 [==============================] - 0s 2ms/step - loss: 0.6917
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.7944
12/12 [==============================] - 0s 2ms/step - loss: 0.6907
12/12 [==============================] - 0s 2ms/step - loss: 0.6907
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.7912
12/12 [==============================] - 0s 2ms/step - loss: 0.6936
12/12 [==============================] - 0s 2ms/step - loss: 0.6936
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.7875
12/12 [==============================] - 0s 2ms/step - loss: 0.6985
12/12 [==============================] - 0s 2ms/step - loss: 0.6985
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.7838
12/12 [==============================] - 0s 2ms/step - loss: 0.7037
12/12 [==============================] - 0s 2ms/step - loss: 0.7037
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.7805
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.7780
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
12/12 [==============================] - 0s 3ms/step - loss: 0.7076
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.7759
12/12 [==============================] - 0s 2ms/step - loss: 0.7061
12/12 [==============================] - 0s 2ms/step - loss: 0.7061
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.7737
12/12 [==============================] - 0s 2ms/step - loss: 0.7034
12/12 [==============================] - 0s 3ms/step - loss: 0.7034
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.7708
12/12 [==============================] - 0s 2ms/step - loss: 0.7011
12/12 [==============================] - 0s 2ms/step - loss: 0.7011
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.7673
12/12 [==============================] - 0s 2ms/step - loss: 0.6995
12/12 [==============================] - 0s 2ms/step - loss: 0.6995
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.7632
12/12 [==============================] - 0s 2ms/step - loss: 0.6987
12/12 [==============================] - 0s 2ms/step - loss: 0.6987
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.7588
12/12 [==============================] - 0s 2ms/step - loss: 0.6989
12/12 [==============================] - 0s 2ms/step - loss: 0.6989
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.7545
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.7505
12/12 [==============================] - 0s 2ms/step - loss: 0.7014
12/12 [==============================] - 0s 2ms/step - loss: 0.7014
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.7470
12/12 [==============================] - 0s 2ms/step - loss: 0.7015
12/12 [==============================] - 0s 2ms/step - loss: 0.7015
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.7439
12/12 [==============================] - 0s 2ms/step - loss: 0.7008
12/12 [==============================] - 0s 2ms/step - loss: 0.7008
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.7407
12/12 [==============================] - 0s 2ms/step - loss: 0.7007
12/12 [==============================] - 0s 2ms/step - loss: 0.7007
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.7373
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.7338
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.7302
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
12/12 [==============================] - 0s 2ms/step - loss: 0.7002
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.7267
12/12 [==============================] - 0s 2ms/step - loss: 0.7001
12/12 [==============================] - 0s 2ms/step - loss: 0.7001
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.7232
12/12 [==============================] - 0s 2ms/step - loss: 0.6997
12/12 [==============================] - 0s 2ms/step - loss: 0.6997
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.7194
12/12 [==============================] - 0s 2ms/step - loss: 0.6995
12/12 [==============================] - 0s 3ms/step - loss: 0.6995
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.7155
12/12 [==============================] - 0s 2ms/step - loss: 0.6991
12/12 [==============================] - 0s 2ms/step - loss: 0.6991
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.7114
12/12 [==============================] - 0s 2ms/step - loss: 0.6986
12/12 [==============================] - 0s 2ms/step - loss: 0.6986
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.7069
12/12 [==============================] - 0s 2ms/step - loss: 0.6980
12/12 [==============================] - 0s 2ms/step - loss: 0.6980
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.7024
12/12 [==============================] - 0s 2ms/step - loss: 0.6975
12/12 [==============================] - 0s 2ms/step - loss: 0.6975
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.6978
12/12 [==============================] - 0s 2ms/step - loss: 0.6969
12/12 [==============================] - 0s 2ms/step - loss: 0.6969
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.6933
12/12 [==============================] - 0s 2ms/step - loss: 0.6962
12/12 [==============================] - 0s 2ms/step - loss: 0.6962
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.6886
12/12 [==============================] - 0s 2ms/step - loss: 0.6955
12/12 [==============================] - 0s 2ms/step - loss: 0.6955
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.6836
12/12 [==============================] - 0s 2ms/step - loss: 0.6949
12/12 [==============================] - 0s 2ms/step - loss: 0.6949
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.6786
12/12 [==============================] - 0s 2ms/step - loss: 0.6941
12/12 [==============================] - 0s 2ms/step - loss: 0.6941
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.6736
12/12 [==============================] - 0s 2ms/step - loss: 0.6931
12/12 [==============================] - 0s 2ms/step - loss: 0.6931
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.6684
12/12 [==============================] - 0s 2ms/step - loss: 0.6923
12/12 [==============================] - 0s 3ms/step - loss: 0.6923
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.6630
12/12 [==============================] - 0s 2ms/step - loss: 0.6914
12/12 [==============================] - 0s 2ms/step - loss: 0.6914
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.6575
12/12 [==============================] - 0s 2ms/step - loss: 0.6905
12/12 [==============================] - 0s 2ms/step - loss: 0.6905
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.6520
12/12 [==============================] - 0s 2ms/step - loss: 0.6895
12/12 [==============================] - 0s 2ms/step - loss: 0.6895
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.6465
12/12 [==============================] - 0s 2ms/step - loss: 0.6884
12/12 [==============================] - 0s 2ms/step - loss: 0.6884
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.6408
12/12 [==============================] - 0s 2ms/step - loss: 0.6873
12/12 [==============================] - 0s 2ms/step - loss: 0.6873
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.6349
12/12 [==============================] - 0s 2ms/step - loss: 0.6862
12/12 [==============================] - 0s 3ms/step - loss: 0.6862
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.6284
12/12 [==============================] - 0s 2ms/step - loss: 0.6852
12/12 [==============================] - 0s 2ms/step - loss: 0.6852
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.6218
12/12 [==============================] - 0s 2ms/step - loss: 0.6841
12/12 [==============================] - 0s 2ms/step - loss: 0.6841
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.6154
12/12 [==============================] - 0s 2ms/step - loss: 0.6830
12/12 [==============================] - 0s 2ms/step - loss: 0.6830
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.6090
12/12 [==============================] - 0s 2ms/step - loss: 0.6816
12/12 [==============================] - 0s 2ms/step - loss: 0.6816
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.6026
12/12 [==============================] - 0s 2ms/step - loss: 0.6799
12/12 [==============================] - 0s 2ms/step - loss: 0.6799
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.5957
12/12 [==============================] - 0s 2ms/step - loss: 0.6785
12/12 [==============================] - 0s 2ms/step - loss: 0.6785
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.5887
12/12 [==============================] - 0s 2ms/step - loss: 0.6769
12/12 [==============================] - 0s 2ms/step - loss: 0.6769
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.5813
12/12 [==============================] - 0s 2ms/step - loss: 0.6753
12/12 [==============================] - 0s 2ms/step - loss: 0.6753
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.5739
12/12 [==============================] - 0s 2ms/step - loss: 0.6736
12/12 [==============================] - 0s 2ms/step - loss: 0.6736
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.5664
12/12 [==============================] - 0s 2ms/step - loss: 0.6717
12/12 [==============================] - 0s 2ms/step - loss: 0.6717
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.5588
12/12 [==============================] - 0s 2ms/step - loss: 0.6699
12/12 [==============================] - 0s 2ms/step - loss: 0.6699
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.5509
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.5426
12/12 [==============================] - 0s 2ms/step - loss: 0.6663
12/12 [==============================] - 0s 2ms/step - loss: 0.6663
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.5340
12/12 [==============================] - 0s 2ms/step - loss: 0.6643
12/12 [==============================] - 0s 2ms/step - loss: 0.6643
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.5255
12/12 [==============================] - 0s 2ms/step - loss: 0.6621
12/12 [==============================] - 0s 2ms/step - loss: 0.6621
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.5168
12/12 [==============================] - 0s 2ms/step - loss: 0.6599
12/12 [==============================] - 0s 2ms/step - loss: 0.6599
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.5078
12/12 [==============================] - 0s 2ms/step - loss: 0.6579
12/12 [==============================] - 0s 2ms/step - loss: 0.6579
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.4985
12/12 [==============================] - 0s 2ms/step - loss: 0.6559
12/12 [==============================] - 0s 2ms/step - loss: 0.6559
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.4894
12/12 [==============================] - 0s 2ms/step - loss: 0.6536
12/12 [==============================] - 0s 2ms/step - loss: 0.6536
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.4806
12/12 [==============================] - 0s 2ms/step - loss: 0.6513
12/12 [==============================] - 0s 2ms/step - loss: 0.6513
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.4715
12/12 [==============================] - 0s 2ms/step - loss: 0.6493
12/12 [==============================] - 0s 3ms/step - loss: 0.6493
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.4623
12/12 [==============================] - 0s 2ms/step - loss: 0.6472
12/12 [==============================] - 0s 2ms/step - loss: 0.6472
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.4536
12/12 [==============================] - 0s 2ms/step - loss: 0.6449
12/12 [==============================] - 0s 2ms/step - loss: 0.6449
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.4450
12/12 [==============================] - 0s 2ms/step - loss: 0.6429
12/12 [==============================] - 0s 2ms/step - loss: 0.6429
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.4362
12/12 [==============================] - 0s 3ms/step - loss: 0.6410
12/12 [==============================] - 0s 3ms/step - loss: 0.6410
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.4278
12/12 [==============================] - 0s 3ms/step - loss: 0.6390
12/12 [==============================] - 0s 3ms/step - loss: 0.6390
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.4199
12/12 [==============================] - 0s 3ms/step - loss: 0.6371
12/12 [==============================] - 0s 4ms/step - loss: 0.6371
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.4123
12/12 [==============================] - 0s 3ms/step - loss: 0.6354
12/12 [==============================] - 0s 4ms/step - loss: 0.6354
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.4049
12/12 [==============================] - 0s 3ms/step - loss: 0.6337
12/12 [==============================] - 0s 4ms/step - loss: 0.6337
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.3976
12/12 [==============================] - 0s 3ms/step - loss: 0.6322
12/12 [==============================] - 0s 3ms/step - loss: 0.6322
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.3904
12/12 [==============================] - 0s 3ms/step - loss: 0.6307
12/12 [==============================] - 0s 4ms/step - loss: 0.6307
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.3836
12/12 [==============================] - 0s 3ms/step - loss: 0.6291
12/12 [==============================] - 0s 3ms/step - loss: 0.6291
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.3772
12/12 [==============================] - 0s 4ms/step - loss: 0.6276
12/12 [==============================] - 0s 4ms/step - loss: 0.6276
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.3709
12/12 [==============================] - 0s 3ms/step - loss: 0.6262
12/12 [==============================] - 0s 3ms/step - loss: 0.6262
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.3647
12/12 [==============================] - 0s 3ms/step - loss: 0.6249
12/12 [==============================] - 0s 4ms/step - loss: 0.6249
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.3588
12/12 [==============================] - 0s 3ms/step - loss: 0.6237
12/12 [==============================] - 0s 4ms/step - loss: 0.6237
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.3532
12/12 [==============================] - 0s 3ms/step - loss: 0.6225
12/12 [==============================] - 0s 3ms/step - loss: 0.6225
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.3478
12/12 [==============================] - 0s 3ms/step - loss: 0.6215
12/12 [==============================] - 0s 4ms/step - loss: 0.6215
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.3425
12/12 [==============================] - 0s 3ms/step - loss: 0.6205
12/12 [==============================] - 0s 3ms/step - loss: 0.6205
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.3376
12/12 [==============================] - 0s 3ms/step - loss: 0.6196
12/12 [==============================] - 0s 4ms/step - loss: 0.6196
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.3325
12/12 [==============================] - 0s 3ms/step - loss: 0.6186
12/12 [==============================] - 0s 3ms/step - loss: 0.6186
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.3277
12/12 [==============================] - 0s 4ms/step - loss: 0.6177
12/12 [==============================] - 0s 4ms/step - loss: 0.6177
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.3231
12/12 [==============================] - 0s 3ms/step - loss: 0.6168
12/12 [==============================] - 0s 3ms/step - loss: 0.6168
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.3185
12/12 [==============================] - 0s 3ms/step - loss: 0.6160
12/12 [==============================] - 0s 4ms/step - loss: 0.6160
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.3141
12/12 [==============================] - 0s 3ms/step - loss: 0.6152
12/12 [==============================] - 0s 3ms/step - loss: 0.6152
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.3097
12/12 [==============================] - 0s 3ms/step - loss: 0.6145
12/12 [==============================] - 0s 5ms/step - loss: 0.6145
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.3055
12/12 [==============================] - 0s 3ms/step - loss: 0.6136
12/12 [==============================] - 0s 4ms/step - loss: 0.6136
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.3015
12/12 [==============================] - 0s 3ms/step - loss: 0.6130
12/12 [==============================] - 0s 3ms/step - loss: 0.6130
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.2973
12/12 [==============================] - 0s 3ms/step - loss: 0.6122
12/12 [==============================] - 0s 3ms/step - loss: 0.6122
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.2937
12/12 [==============================] - 0s 2ms/step - loss: 0.6115
12/12 [==============================] - 0s 3ms/step - loss: 0.6115
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.2899
12/12 [==============================] - 0s 2ms/step - loss: 0.6109
12/12 [==============================] - 0s 3ms/step - loss: 0.6109
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.2860
12/12 [==============================] - 0s 2ms/step - loss: 0.6103
12/12 [==============================] - 0s 3ms/step - loss: 0.6103
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.2824
12/12 [==============================] - 0s 2ms/step - loss: 0.6097
12/12 [==============================] - 0s 2ms/step - loss: 0.6097
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.2788
12/12 [==============================] - 0s 2ms/step - loss: 0.6090
12/12 [==============================] - 0s 2ms/step - loss: 0.6090
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.2753
12/12 [==============================] - 0s 2ms/step - loss: 0.6085
12/12 [==============================] - 0s 2ms/step - loss: 0.6085
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.2719
12/12 [==============================] - 0s 2ms/step - loss: 0.6079
12/12 [==============================] - 0s 2ms/step - loss: 0.6079
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.2685
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.2653
12/12 [==============================] - 0s 2ms/step - loss: 0.6067
12/12 [==============================] - 0s 3ms/step - loss: 0.6067
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.2618
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
12/12 [==============================] - 0s 2ms/step - loss: 0.6061
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.2585
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
12/12 [==============================] - 0s 2ms/step - loss: 0.6055
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.2552
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.2520
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
12/12 [==============================] - 0s 2ms/step - loss: 0.6044
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.2490
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
12/12 [==============================] - 0s 2ms/step - loss: 0.6039
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.2459
12/12 [==============================] - 0s 2ms/step - loss: 0.6033
12/12 [==============================] - 0s 3ms/step - loss: 0.6033
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.2430
12/12 [==============================] - 0s 2ms/step - loss: 0.6028
12/12 [==============================] - 0s 2ms/step - loss: 0.6028
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.2400
12/12 [==============================] - 0s 2ms/step - loss: 0.6022
12/12 [==============================] - 0s 2ms/step - loss: 0.6022
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.2371
12/12 [==============================] - 0s 2ms/step - loss: 0.6016
12/12 [==============================] - 0s 2ms/step - loss: 0.6016
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.2344
12/12 [==============================] - 0s 2ms/step - loss: 0.6012
12/12 [==============================] - 0s 2ms/step - loss: 0.6012
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.2316
12/12 [==============================] - 0s 2ms/step - loss: 0.6007
12/12 [==============================] - 0s 2ms/step - loss: 0.6007
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.2289
12/12 [==============================] - 0s 2ms/step - loss: 0.6001
12/12 [==============================] - 0s 2ms/step - loss: 0.6001
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.2263
12/12 [==============================] - 0s 2ms/step - loss: 0.5995
12/12 [==============================] - 0s 2ms/step - loss: 0.5995
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.2237
12/12 [==============================] - 0s 2ms/step - loss: 0.5991
12/12 [==============================] - 0s 2ms/step - loss: 0.5991
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.2211
12/12 [==============================] - 0s 2ms/step - loss: 0.5986
12/12 [==============================] - 0s 2ms/step - loss: 0.5986
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.2184
12/12 [==============================] - 0s 2ms/step - loss: 0.5981
12/12 [==============================] - 0s 2ms/step - loss: 0.5981
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.2162
12/12 [==============================] - 0s 2ms/step - loss: 0.5975
12/12 [==============================] - 0s 2ms/step - loss: 0.5975
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.2139
12/12 [==============================] - 0s 2ms/step - loss: 0.5971
12/12 [==============================] - 0s 2ms/step - loss: 0.5971
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.2113
12/12 [==============================] - 0s 2ms/step - loss: 0.5967
12/12 [==============================] - 0s 2ms/step - loss: 0.5967
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.2087
12/12 [==============================] - 0s 2ms/step - loss: 0.5961
12/12 [==============================] - 0s 2ms/step - loss: 0.5961
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.2066
12/12 [==============================] - 0s 2ms/step - loss: 0.5957
12/12 [==============================] - 0s 2ms/step - loss: 0.5957
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.2043
12/12 [==============================] - 0s 2ms/step - loss: 0.5952
12/12 [==============================] - 0s 2ms/step - loss: 0.5952
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.2020
12/12 [==============================] - 0s 3ms/step - loss: 0.5948
12/12 [==============================] - 0s 3ms/step - loss: 0.5948
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1999
12/12 [==============================] - 0s 2ms/step - loss: 0.5944
12/12 [==============================] - 0s 2ms/step - loss: 0.5944
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1980
12/12 [==============================] - 0s 2ms/step - loss: 0.5939
12/12 [==============================] - 0s 2ms/step - loss: 0.5939
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1961
12/12 [==============================] - 0s 2ms/step - loss: 0.5935
12/12 [==============================] - 0s 3ms/step - loss: 0.5935
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1943
12/12 [==============================] - 0s 2ms/step - loss: 0.5930
12/12 [==============================] - 0s 2ms/step - loss: 0.5930
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1925
12/12 [==============================] - 0s 2ms/step - loss: 0.5927
12/12 [==============================] - 0s 2ms/step - loss: 0.5927
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1905
12/12 [==============================] - 0s 2ms/step - loss: 0.5923
12/12 [==============================] - 0s 2ms/step - loss: 0.5923
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1886
12/12 [==============================] - 0s 2ms/step - loss: 0.5919
12/12 [==============================] - 0s 2ms/step - loss: 0.5919
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1867
12/12 [==============================] - 0s 2ms/step - loss: 0.5915
12/12 [==============================] - 0s 2ms/step - loss: 0.5915
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1849
12/12 [==============================] - 0s 2ms/step - loss: 0.5911
12/12 [==============================] - 0s 3ms/step - loss: 0.5911
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1831
12/12 [==============================] - 0s 2ms/step - loss: 0.5908
12/12 [==============================] - 0s 2ms/step - loss: 0.5908
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1815
12/12 [==============================] - 0s 2ms/step - loss: 0.5904
12/12 [==============================] - 0s 2ms/step - loss: 0.5904
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1799
12/12 [==============================] - 0s 2ms/step - loss: 0.5901
12/12 [==============================] - 0s 2ms/step - loss: 0.5901
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1780
12/12 [==============================] - 0s 2ms/step - loss: 0.5896
12/12 [==============================] - 0s 2ms/step - loss: 0.5896
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1767
12/12 [==============================] - 0s 2ms/step - loss: 0.5893
12/12 [==============================] - 0s 2ms/step - loss: 0.5893
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1751
12/12 [==============================] - 0s 2ms/step - loss: 0.5890
12/12 [==============================] - 0s 2ms/step - loss: 0.5890
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1735
12/12 [==============================] - 0s 2ms/step - loss: 0.5887
12/12 [==============================] - 0s 2ms/step - loss: 0.5887
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1719
12/12 [==============================] - 0s 2ms/step - loss: 0.5883
12/12 [==============================] - 0s 2ms/step - loss: 0.5883
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1705
12/12 [==============================] - 0s 2ms/step - loss: 0.5879
12/12 [==============================] - 0s 2ms/step - loss: 0.5879
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1689
12/12 [==============================] - 0s 2ms/step - loss: 0.5876
12/12 [==============================] - 0s 2ms/step - loss: 0.5876
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1675
12/12 [==============================] - 0s 2ms/step - loss: 0.5872
12/12 [==============================] - 0s 2ms/step - loss: 0.5872
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1661
12/12 [==============================] - 0s 2ms/step - loss: 0.5869
12/12 [==============================] - 0s 2ms/step - loss: 0.5869
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1647
12/12 [==============================] - 0s 2ms/step - loss: 0.5866
12/12 [==============================] - 0s 2ms/step - loss: 0.5866
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1635
12/12 [==============================] - 0s 2ms/step - loss: 0.5863
12/12 [==============================] - 0s 2ms/step - loss: 0.5863
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1626
12/12 [==============================] - 0s 2ms/step - loss: 0.5859
12/12 [==============================] - 0s 2ms/step - loss: 0.5859
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1615
12/12 [==============================] - 0s 2ms/step - loss: 0.5856
12/12 [==============================] - 0s 2ms/step - loss: 0.5856
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1605
12/12 [==============================] - 0s 2ms/step - loss: 0.5854
12/12 [==============================] - 0s 2ms/step - loss: 0.5854
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1594
12/12 [==============================] - 0s 2ms/step - loss: 0.5851
12/12 [==============================] - 0s 3ms/step - loss: 0.5851
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1585
12/12 [==============================] - 0s 2ms/step - loss: 0.5848
12/12 [==============================] - 0s 2ms/step - loss: 0.5848
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1575
12/12 [==============================] - 0s 2ms/step - loss: 0.5844
12/12 [==============================] - 0s 2ms/step - loss: 0.5844
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1566
12/12 [==============================] - 0s 2ms/step - loss: 0.5842
12/12 [==============================] - 0s 2ms/step - loss: 0.5842
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1557
12/12 [==============================] - 0s 2ms/step - loss: 0.5839
12/12 [==============================] - 0s 2ms/step - loss: 0.5839
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1551
12/12 [==============================] - 0s 2ms/step - loss: 0.5836
12/12 [==============================] - 0s 3ms/step - loss: 0.5836
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1542
12/12 [==============================] - 0s 3ms/step - loss: 0.5834
12/12 [==============================] - 0s 4ms/step - loss: 0.5834
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1533
12/12 [==============================] - 0s 2ms/step - loss: 0.5831
12/12 [==============================] - 0s 3ms/step - loss: 0.5831
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1527
12/12 [==============================] - 0s 2ms/step - loss: 0.5829
12/12 [==============================] - 0s 3ms/step - loss: 0.5829
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1520
12/12 [==============================] - 0s 2ms/step - loss: 0.5827
12/12 [==============================] - 0s 3ms/step - loss: 0.5827
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1513
12/12 [==============================] - 0s 2ms/step - loss: 0.5824
12/12 [==============================] - 0s 2ms/step - loss: 0.5824
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1507
12/12 [==============================] - 0s 2ms/step - loss: 0.5822
12/12 [==============================] - 0s 2ms/step - loss: 0.5822
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1499
12/12 [==============================] - 0s 2ms/step - loss: 0.5820
12/12 [==============================] - 0s 2ms/step - loss: 0.5820
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1491
12/12 [==============================] - 0s 2ms/step - loss: 0.5817
12/12 [==============================] - 0s 3ms/step - loss: 0.5817
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1485
12/12 [==============================] - 0s 2ms/step - loss: 0.5815
12/12 [==============================] - 0s 2ms/step - loss: 0.5815
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1478
12/12 [==============================] - 0s 2ms/step - loss: 0.5813
12/12 [==============================] - 0s 2ms/step - loss: 0.5813
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1472
12/12 [==============================] - 0s 2ms/step - loss: 0.5811
12/12 [==============================] - 0s 2ms/step - loss: 0.5811
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1465
12/12 [==============================] - 0s 2ms/step - loss: 0.5809
12/12 [==============================] - 0s 3ms/step - loss: 0.5809
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1462
12/12 [==============================] - 0s 2ms/step - loss: 0.5807
12/12 [==============================] - 0s 2ms/step - loss: 0.5807
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.5098
12/12 [==============================] - 0s 2ms/step - loss: 0.9085
12/12 [==============================] - 0s 2ms/step - loss: 0.9085
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.4969
12/12 [==============================] - 0s 2ms/step - loss: 0.9033
12/12 [==============================] - 0s 2ms/step - loss: 0.9033
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.4907
12/12 [==============================] - 0s 2ms/step - loss: 0.9021
12/12 [==============================] - 0s 2ms/step - loss: 0.9021
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.4846
12/12 [==============================] - 0s 2ms/step - loss: 0.9013
12/12 [==============================] - 0s 2ms/step - loss: 0.9013
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.4779
12/12 [==============================] - 0s 2ms/step - loss: 0.9004
12/12 [==============================] - 0s 2ms/step - loss: 0.9004
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.4705
12/12 [==============================] - 0s 2ms/step - loss: 0.8992
12/12 [==============================] - 0s 2ms/step - loss: 0.8992
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.4624
12/12 [==============================] - 0s 2ms/step - loss: 0.8981
12/12 [==============================] - 0s 2ms/step - loss: 0.8981
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.4534
12/12 [==============================] - 0s 2ms/step - loss: 0.8968
12/12 [==============================] - 0s 2ms/step - loss: 0.8968
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.4436
12/12 [==============================] - 0s 2ms/step - loss: 0.8953
12/12 [==============================] - 0s 2ms/step - loss: 0.8953
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.4335
12/12 [==============================] - 0s 2ms/step - loss: 0.8938
12/12 [==============================] - 0s 2ms/step - loss: 0.8938
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.4235
12/12 [==============================] - 0s 2ms/step - loss: 0.8923
12/12 [==============================] - 0s 2ms/step - loss: 0.8923
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.4136
12/12 [==============================] - 0s 2ms/step - loss: 0.8910
12/12 [==============================] - 0s 2ms/step - loss: 0.8910
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.4044
12/12 [==============================] - 0s 2ms/step - loss: 0.8898
12/12 [==============================] - 0s 2ms/step - loss: 0.8898
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.3958
12/12 [==============================] - 0s 2ms/step - loss: 0.8887
12/12 [==============================] - 0s 2ms/step - loss: 0.8887
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.3879
12/12 [==============================] - 0s 2ms/step - loss: 0.8876
12/12 [==============================] - 0s 2ms/step - loss: 0.8876
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.3805
12/12 [==============================] - 0s 2ms/step - loss: 0.8865
12/12 [==============================] - 0s 2ms/step - loss: 0.8865
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.3733
12/12 [==============================] - 0s 2ms/step - loss: 0.8853
12/12 [==============================] - 0s 2ms/step - loss: 0.8853
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.3664
12/12 [==============================] - 0s 2ms/step - loss: 0.8841
12/12 [==============================] - 0s 2ms/step - loss: 0.8841
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.3597
12/12 [==============================] - 0s 2ms/step - loss: 0.8827
12/12 [==============================] - 0s 3ms/step - loss: 0.8827
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.3532
12/12 [==============================] - 0s 2ms/step - loss: 0.8815
12/12 [==============================] - 0s 2ms/step - loss: 0.8815
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.3470
12/12 [==============================] - 0s 2ms/step - loss: 0.8802
12/12 [==============================] - 0s 2ms/step - loss: 0.8802
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.3411
12/12 [==============================] - 0s 2ms/step - loss: 0.8791
12/12 [==============================] - 0s 2ms/step - loss: 0.8791
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.3354
12/12 [==============================] - 0s 2ms/step - loss: 0.8781
12/12 [==============================] - 0s 3ms/step - loss: 0.8781
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.3299
12/12 [==============================] - 0s 2ms/step - loss: 0.8771
12/12 [==============================] - 0s 2ms/step - loss: 0.8771
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.3245
12/12 [==============================] - 0s 2ms/step - loss: 0.8763
12/12 [==============================] - 0s 2ms/step - loss: 0.8763
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.3194
12/12 [==============================] - 0s 2ms/step - loss: 0.8755
12/12 [==============================] - 0s 2ms/step - loss: 0.8755
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.3145
12/12 [==============================] - 0s 2ms/step - loss: 0.8747
12/12 [==============================] - 0s 2ms/step - loss: 0.8747
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.3099
12/12 [==============================] - 0s 2ms/step - loss: 0.8741
12/12 [==============================] - 0s 2ms/step - loss: 0.8741
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.3055
12/12 [==============================] - 0s 2ms/step - loss: 0.8735
12/12 [==============================] - 0s 2ms/step - loss: 0.8735
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.3012
12/12 [==============================] - 0s 2ms/step - loss: 0.8729
12/12 [==============================] - 0s 2ms/step - loss: 0.8729
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.2971
12/12 [==============================] - 0s 2ms/step - loss: 0.8724
12/12 [==============================] - 0s 2ms/step - loss: 0.8724
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.2932
12/12 [==============================] - 0s 2ms/step - loss: 0.8718
12/12 [==============================] - 0s 2ms/step - loss: 0.8718
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.2895
12/12 [==============================] - 0s 2ms/step - loss: 0.8714
12/12 [==============================] - 0s 2ms/step - loss: 0.8714
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.2859
12/12 [==============================] - 0s 2ms/step - loss: 0.8709
12/12 [==============================] - 0s 2ms/step - loss: 0.8709
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.2825
12/12 [==============================] - 0s 2ms/step - loss: 0.8705
12/12 [==============================] - 0s 2ms/step - loss: 0.8705
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.2791
12/12 [==============================] - 0s 2ms/step - loss: 0.8701
12/12 [==============================] - 0s 2ms/step - loss: 0.8701
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.2758
12/12 [==============================] - 0s 2ms/step - loss: 0.8698
12/12 [==============================] - 0s 2ms/step - loss: 0.8698
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.2725
12/12 [==============================] - 0s 2ms/step - loss: 0.8694
12/12 [==============================] - 0s 2ms/step - loss: 0.8694
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.2693
12/12 [==============================] - 0s 2ms/step - loss: 0.8690
12/12 [==============================] - 0s 2ms/step - loss: 0.8690
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.2662
12/12 [==============================] - 0s 2ms/step - loss: 0.8687
12/12 [==============================] - 0s 2ms/step - loss: 0.8687
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.2633
12/12 [==============================] - 0s 2ms/step - loss: 0.8684
12/12 [==============================] - 0s 3ms/step - loss: 0.8684
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.2604
12/12 [==============================] - 0s 2ms/step - loss: 0.8681
12/12 [==============================] - 0s 2ms/step - loss: 0.8681
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.2576
12/12 [==============================] - 0s 2ms/step - loss: 0.8678
12/12 [==============================] - 0s 2ms/step - loss: 0.8678
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.2548
12/12 [==============================] - 0s 2ms/step - loss: 0.8675
12/12 [==============================] - 0s 2ms/step - loss: 0.8675
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.2521
12/12 [==============================] - 0s 2ms/step - loss: 0.8672
12/12 [==============================] - 0s 2ms/step - loss: 0.8672
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.2495
12/12 [==============================] - 0s 2ms/step - loss: 0.8669
12/12 [==============================] - 0s 2ms/step - loss: 0.8669
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.2469
12/12 [==============================] - 0s 2ms/step - loss: 0.8667
12/12 [==============================] - 0s 2ms/step - loss: 0.8667
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.2443
12/12 [==============================] - 0s 2ms/step - loss: 0.8664
12/12 [==============================] - 0s 2ms/step - loss: 0.8664
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.2418
12/12 [==============================] - 0s 2ms/step - loss: 0.8662
12/12 [==============================] - 0s 2ms/step - loss: 0.8662
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.2394
12/12 [==============================] - 0s 2ms/step - loss: 0.8659
12/12 [==============================] - 0s 2ms/step - loss: 0.8659
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.2370
12/12 [==============================] - 0s 2ms/step - loss: 0.8657
12/12 [==============================] - 0s 2ms/step - loss: 0.8657
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.2346
12/12 [==============================] - 0s 2ms/step - loss: 0.8655
12/12 [==============================] - 0s 2ms/step - loss: 0.8655
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.2323
12/12 [==============================] - 0s 2ms/step - loss: 0.8653
12/12 [==============================] - 0s 2ms/step - loss: 0.8653
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.2301
12/12 [==============================] - 0s 2ms/step - loss: 0.8650
12/12 [==============================] - 0s 2ms/step - loss: 0.8650
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.2280
12/12 [==============================] - 0s 2ms/step - loss: 0.8648
12/12 [==============================] - 0s 2ms/step - loss: 0.8648
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.2261
12/12 [==============================] - 0s 2ms/step - loss: 0.8647
12/12 [==============================] - 0s 2ms/step - loss: 0.8647
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.2242
12/12 [==============================] - 0s 2ms/step - loss: 0.8645
12/12 [==============================] - 0s 2ms/step - loss: 0.8645
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.2224
12/12 [==============================] - 0s 2ms/step - loss: 0.8643
12/12 [==============================] - 0s 2ms/step - loss: 0.8643
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.2206
12/12 [==============================] - 0s 2ms/step - loss: 0.8641
12/12 [==============================] - 0s 2ms/step - loss: 0.8641
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.2189
12/12 [==============================] - 0s 2ms/step - loss: 0.8640
12/12 [==============================] - 0s 2ms/step - loss: 0.8640
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.2174
12/12 [==============================] - 0s 2ms/step - loss: 0.8638
12/12 [==============================] - 0s 2ms/step - loss: 0.8638
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.2160
12/12 [==============================] - 0s 2ms/step - loss: 0.8637
12/12 [==============================] - 0s 2ms/step - loss: 0.8637
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.2146
12/12 [==============================] - 0s 2ms/step - loss: 0.8636
12/12 [==============================] - 0s 2ms/step - loss: 0.8636
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.2132
12/12 [==============================] - 0s 2ms/step - loss: 0.8634
12/12 [==============================] - 0s 2ms/step - loss: 0.8634
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.2118
12/12 [==============================] - 0s 2ms/step - loss: 0.8633
12/12 [==============================] - 0s 2ms/step - loss: 0.8633
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.2105
12/12 [==============================] - 0s 2ms/step - loss: 0.8632
12/12 [==============================] - 0s 2ms/step - loss: 0.8632
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.2092
12/12 [==============================] - 0s 2ms/step - loss: 0.8631
12/12 [==============================] - 0s 3ms/step - loss: 0.8631
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.2079
12/12 [==============================] - 0s 2ms/step - loss: 0.8629
12/12 [==============================] - 0s 2ms/step - loss: 0.8629
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.2066
12/12 [==============================] - 0s 2ms/step - loss: 0.8628
12/12 [==============================] - 0s 2ms/step - loss: 0.8628
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.2053
12/12 [==============================] - 0s 2ms/step - loss: 0.8627
12/12 [==============================] - 0s 2ms/step - loss: 0.8627
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.2041
12/12 [==============================] - 0s 2ms/step - loss: 0.8626
12/12 [==============================] - 0s 2ms/step - loss: 0.8626
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.2029
12/12 [==============================] - 0s 2ms/step - loss: 0.8625
12/12 [==============================] - 0s 2ms/step - loss: 0.8625
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.2016
12/12 [==============================] - 0s 2ms/step - loss: 0.8624
12/12 [==============================] - 0s 2ms/step - loss: 0.8624
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.2004
12/12 [==============================] - 0s 2ms/step - loss: 0.8622
12/12 [==============================] - 0s 2ms/step - loss: 0.8622
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1992
12/12 [==============================] - 0s 2ms/step - loss: 0.8621
12/12 [==============================] - 0s 3ms/step - loss: 0.8621
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1980
12/12 [==============================] - 0s 2ms/step - loss: 0.8620
12/12 [==============================] - 0s 2ms/step - loss: 0.8620
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1968
12/12 [==============================] - 0s 2ms/step - loss: 0.8619
12/12 [==============================] - 0s 2ms/step - loss: 0.8619
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1956
12/12 [==============================] - 0s 2ms/step - loss: 0.8618
12/12 [==============================] - 0s 2ms/step - loss: 0.8618
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1944
12/12 [==============================] - 0s 2ms/step - loss: 0.8617
12/12 [==============================] - 0s 3ms/step - loss: 0.8617
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1932
12/12 [==============================] - 0s 2ms/step - loss: 0.8616
12/12 [==============================] - 0s 3ms/step - loss: 0.8616
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1920
12/12 [==============================] - 0s 2ms/step - loss: 0.8615
12/12 [==============================] - 0s 3ms/step - loss: 0.8615
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1909
12/12 [==============================] - 0s 2ms/step - loss: 0.8614
12/12 [==============================] - 0s 2ms/step - loss: 0.8614
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1897
12/12 [==============================] - 0s 2ms/step - loss: 0.8613
12/12 [==============================] - 0s 2ms/step - loss: 0.8613
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1885
12/12 [==============================] - 0s 2ms/step - loss: 0.8612
12/12 [==============================] - 0s 2ms/step - loss: 0.8612
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1873
12/12 [==============================] - 0s 2ms/step - loss: 0.8611
12/12 [==============================] - 0s 2ms/step - loss: 0.8611
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1862
12/12 [==============================] - 0s 2ms/step - loss: 0.8610
12/12 [==============================] - 0s 2ms/step - loss: 0.8610
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1850
12/12 [==============================] - 0s 2ms/step - loss: 0.8609
12/12 [==============================] - 0s 2ms/step - loss: 0.8609
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1839
12/12 [==============================] - 0s 2ms/step - loss: 0.8608
12/12 [==============================] - 0s 2ms/step - loss: 0.8608
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1827
12/12 [==============================] - 0s 2ms/step - loss: 0.8607
12/12 [==============================] - 0s 2ms/step - loss: 0.8607
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1816
12/12 [==============================] - 0s 2ms/step - loss: 0.8606
12/12 [==============================] - 0s 2ms/step - loss: 0.8606
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1805
12/12 [==============================] - 0s 2ms/step - loss: 0.8605
12/12 [==============================] - 0s 2ms/step - loss: 0.8605
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1793
12/12 [==============================] - 0s 2ms/step - loss: 0.8604
12/12 [==============================] - 0s 2ms/step - loss: 0.8604
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1783
12/12 [==============================] - 0s 2ms/step - loss: 0.8603
12/12 [==============================] - 0s 2ms/step - loss: 0.8603
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1773
12/12 [==============================] - 0s 2ms/step - loss: 0.8602
12/12 [==============================] - 0s 2ms/step - loss: 0.8602
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1763
12/12 [==============================] - 0s 2ms/step - loss: 0.8601
12/12 [==============================] - 0s 2ms/step - loss: 0.8601
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1754
12/12 [==============================] - 0s 2ms/step - loss: 0.8600
12/12 [==============================] - 0s 2ms/step - loss: 0.8600
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1744
12/12 [==============================] - 0s 2ms/step - loss: 0.8599
12/12 [==============================] - 0s 2ms/step - loss: 0.8599
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1734
12/12 [==============================] - 0s 2ms/step - loss: 0.8599
12/12 [==============================] - 0s 2ms/step - loss: 0.8599
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1724
12/12 [==============================] - 0s 2ms/step - loss: 0.8598
12/12 [==============================] - 0s 2ms/step - loss: 0.8598
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1715
12/12 [==============================] - 0s 2ms/step - loss: 0.8597
12/12 [==============================] - 0s 2ms/step - loss: 0.8597
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1705
12/12 [==============================] - 0s 2ms/step - loss: 0.8596
12/12 [==============================] - 0s 2ms/step - loss: 0.8596
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1695
12/12 [==============================] - 0s 2ms/step - loss: 0.8595
12/12 [==============================] - 0s 2ms/step - loss: 0.8595
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1686
12/12 [==============================] - 0s 2ms/step - loss: 0.8595
12/12 [==============================] - 0s 2ms/step - loss: 0.8595
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1678
12/12 [==============================] - 0s 2ms/step - loss: 0.8594
12/12 [==============================] - 0s 3ms/step - loss: 0.8594
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1669
12/12 [==============================] - 0s 2ms/step - loss: 0.8593
12/12 [==============================] - 0s 3ms/step - loss: 0.8593
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1661
12/12 [==============================] - 0s 3ms/step - loss: 0.8592
12/12 [==============================] - 0s 3ms/step - loss: 0.8592
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1652
12/12 [==============================] - 0s 2ms/step - loss: 0.8592
12/12 [==============================] - 0s 3ms/step - loss: 0.8592
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1644
12/12 [==============================] - 0s 3ms/step - loss: 0.8591
12/12 [==============================] - 0s 3ms/step - loss: 0.8591
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1636
12/12 [==============================] - 0s 3ms/step - loss: 0.8590
12/12 [==============================] - 0s 3ms/step - loss: 0.8590
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1629
12/12 [==============================] - 0s 2ms/step - loss: 0.8590
12/12 [==============================] - 0s 3ms/step - loss: 0.8590
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1621
12/12 [==============================] - 0s 3ms/step - loss: 0.8589
12/12 [==============================] - 0s 3ms/step - loss: 0.8589
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1614
12/12 [==============================] - 0s 2ms/step - loss: 0.8588
12/12 [==============================] - 0s 3ms/step - loss: 0.8588
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1607
12/12 [==============================] - 0s 2ms/step - loss: 0.8588
12/12 [==============================] - 0s 2ms/step - loss: 0.8588
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1599
12/12 [==============================] - 0s 2ms/step - loss: 0.8587
12/12 [==============================] - 0s 2ms/step - loss: 0.8587
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1592
12/12 [==============================] - 0s 2ms/step - loss: 0.8587
12/12 [==============================] - 0s 2ms/step - loss: 0.8587
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1585
12/12 [==============================] - 0s 2ms/step - loss: 0.8586
12/12 [==============================] - 0s 2ms/step - loss: 0.8586
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1578
12/12 [==============================] - 0s 2ms/step - loss: 0.8585
12/12 [==============================] - 0s 2ms/step - loss: 0.8585
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1570
12/12 [==============================] - 0s 2ms/step - loss: 0.8585
12/12 [==============================] - 0s 3ms/step - loss: 0.8585
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1563
12/12 [==============================] - 0s 2ms/step - loss: 0.8584
12/12 [==============================] - 0s 2ms/step - loss: 0.8584
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1556
12/12 [==============================] - 0s 2ms/step - loss: 0.8584
12/12 [==============================] - 0s 3ms/step - loss: 0.8584
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1549
12/12 [==============================] - 0s 2ms/step - loss: 0.8583
12/12 [==============================] - 0s 2ms/step - loss: 0.8583
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1542
12/12 [==============================] - 0s 2ms/step - loss: 0.8582
12/12 [==============================] - 0s 2ms/step - loss: 0.8582
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1534
12/12 [==============================] - 0s 2ms/step - loss: 0.8582
12/12 [==============================] - 0s 3ms/step - loss: 0.8582
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1527
12/12 [==============================] - 0s 2ms/step - loss: 0.8581
12/12 [==============================] - 0s 2ms/step - loss: 0.8581
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1520
12/12 [==============================] - 0s 2ms/step - loss: 0.8580
12/12 [==============================] - 0s 3ms/step - loss: 0.8580
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1513
12/12 [==============================] - 0s 2ms/step - loss: 0.8580
12/12 [==============================] - 0s 2ms/step - loss: 0.8580
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1506
12/12 [==============================] - 0s 2ms/step - loss: 0.8579
12/12 [==============================] - 0s 2ms/step - loss: 0.8579
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1499
12/12 [==============================] - 0s 2ms/step - loss: 0.8579
12/12 [==============================] - 0s 2ms/step - loss: 0.8579
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1492
12/12 [==============================] - 0s 2ms/step - loss: 0.8578
12/12 [==============================] - 0s 2ms/step - loss: 0.8578
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1485
12/12 [==============================] - 0s 2ms/step - loss: 0.8577
12/12 [==============================] - 0s 2ms/step - loss: 0.8577
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1479
12/12 [==============================] - 0s 2ms/step - loss: 0.8577
12/12 [==============================] - 0s 2ms/step - loss: 0.8577
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1472
12/12 [==============================] - 0s 2ms/step - loss: 0.8576
12/12 [==============================] - 0s 2ms/step - loss: 0.8576
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1466
12/12 [==============================] - 0s 2ms/step - loss: 0.8576
12/12 [==============================] - 0s 2ms/step - loss: 0.8576
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1460
12/12 [==============================] - 0s 2ms/step - loss: 0.8575
12/12 [==============================] - 0s 2ms/step - loss: 0.8575
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1455
12/12 [==============================] - 0s 2ms/step - loss: 0.8575
12/12 [==============================] - 0s 2ms/step - loss: 0.8575
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1450
12/12 [==============================] - 0s 2ms/step - loss: 0.8574
12/12 [==============================] - 0s 2ms/step - loss: 0.8574
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1445
12/12 [==============================] - 0s 2ms/step - loss: 0.8574
12/12 [==============================] - 0s 2ms/step - loss: 0.8574
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1440
12/12 [==============================] - 0s 2ms/step - loss: 0.8573
12/12 [==============================] - 0s 2ms/step - loss: 0.8573
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1435
12/12 [==============================] - 0s 2ms/step - loss: 0.8573
12/12 [==============================] - 0s 2ms/step - loss: 0.8573
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1430
12/12 [==============================] - 0s 2ms/step - loss: 0.8572
12/12 [==============================] - 0s 2ms/step - loss: 0.8572
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1425
12/12 [==============================] - 0s 2ms/step - loss: 0.8572
12/12 [==============================] - 0s 2ms/step - loss: 0.8572
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1420
12/12 [==============================] - 0s 2ms/step - loss: 0.8571
12/12 [==============================] - 0s 2ms/step - loss: 0.8571
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1415
12/12 [==============================] - 0s 2ms/step - loss: 0.8571
12/12 [==============================] - 0s 2ms/step - loss: 0.8571
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1410
12/12 [==============================] - 0s 2ms/step - loss: 0.8570
12/12 [==============================] - 0s 2ms/step - loss: 0.8570
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1405
12/12 [==============================] - 0s 2ms/step - loss: 0.8570
12/12 [==============================] - 0s 2ms/step - loss: 0.8570
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1400
12/12 [==============================] - 0s 2ms/step - loss: 0.8569
12/12 [==============================] - 0s 2ms/step - loss: 0.8569
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1395
12/12 [==============================] - 0s 2ms/step - loss: 0.8569
12/12 [==============================] - 0s 2ms/step - loss: 0.8569
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1390
12/12 [==============================] - 0s 2ms/step - loss: 0.8568
12/12 [==============================] - 0s 2ms/step - loss: 0.8568
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1385
12/12 [==============================] - 0s 2ms/step - loss: 0.8568
12/12 [==============================] - 0s 2ms/step - loss: 0.8568
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1380
12/12 [==============================] - 0s 2ms/step - loss: 0.8567
12/12 [==============================] - 0s 2ms/step - loss: 0.8567
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1376
12/12 [==============================] - 0s 2ms/step - loss: 0.8567
12/12 [==============================] - 0s 2ms/step - loss: 0.8567
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1370
12/12 [==============================] - 0s 2ms/step - loss: 0.8566
12/12 [==============================] - 0s 2ms/step - loss: 0.8566
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1366
12/12 [==============================] - 0s 2ms/step - loss: 0.8566
12/12 [==============================] - 0s 2ms/step - loss: 0.8566
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1361
12/12 [==============================] - 0s 2ms/step - loss: 0.8565
12/12 [==============================] - 0s 2ms/step - loss: 0.8565
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1356
12/12 [==============================] - 0s 2ms/step - loss: 0.8565
12/12 [==============================] - 0s 2ms/step - loss: 0.8565
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1350
12/12 [==============================] - 0s 2ms/step - loss: 0.8565
12/12 [==============================] - 0s 2ms/step - loss: 0.8565
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1345
12/12 [==============================] - 0s 2ms/step - loss: 0.8564
12/12 [==============================] - 0s 2ms/step - loss: 0.8564
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1340
12/12 [==============================] - 0s 2ms/step - loss: 0.8564
12/12 [==============================] - 0s 2ms/step - loss: 0.8564
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1335
12/12 [==============================] - 0s 2ms/step - loss: 0.8563
12/12 [==============================] - 0s 2ms/step - loss: 0.8563
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1329
12/12 [==============================] - 0s 2ms/step - loss: 0.8563
12/12 [==============================] - 0s 2ms/step - loss: 0.8563
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1324
12/12 [==============================] - 0s 2ms/step - loss: 0.8562
12/12 [==============================] - 0s 2ms/step - loss: 0.8562
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1319
12/12 [==============================] - 0s 2ms/step - loss: 0.8562
12/12 [==============================] - 0s 2ms/step - loss: 0.8562
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1314
12/12 [==============================] - 0s 2ms/step - loss: 0.8561
12/12 [==============================] - 0s 2ms/step - loss: 0.8561
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1308
12/12 [==============================] - 0s 2ms/step - loss: 0.8561
12/12 [==============================] - 0s 2ms/step - loss: 0.8561
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1303
12/12 [==============================] - 0s 2ms/step - loss: 0.8560
12/12 [==============================] - 0s 2ms/step - loss: 0.8560
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1297
12/12 [==============================] - 0s 2ms/step - loss: 0.8560
12/12 [==============================] - 0s 2ms/step - loss: 0.8560
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1292
12/12 [==============================] - 0s 2ms/step - loss: 0.8560
12/12 [==============================] - 0s 2ms/step - loss: 0.8560
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1287
12/12 [==============================] - 0s 2ms/step - loss: 0.8559
12/12 [==============================] - 0s 3ms/step - loss: 0.8559
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1281
12/12 [==============================] - 0s 2ms/step - loss: 0.8559
12/12 [==============================] - 0s 3ms/step - loss: 0.8559
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1276
12/12 [==============================] - 0s 2ms/step - loss: 0.8558
12/12 [==============================] - 0s 2ms/step - loss: 0.8558
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1270
12/12 [==============================] - 0s 2ms/step - loss: 0.8558
12/12 [==============================] - 0s 2ms/step - loss: 0.8558
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1265
12/12 [==============================] - 0s 2ms/step - loss: 0.8557
12/12 [==============================] - 0s 2ms/step - loss: 0.8557
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1260
12/12 [==============================] - 0s 2ms/step - loss: 0.8557
12/12 [==============================] - 0s 2ms/step - loss: 0.8557
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1256
12/12 [==============================] - 0s 3ms/step - loss: 0.8556
12/12 [==============================] - 0s 3ms/step - loss: 0.8556
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1251
12/12 [==============================] - 0s 2ms/step - loss: 0.8556
12/12 [==============================] - 0s 2ms/step - loss: 0.8556
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1247
12/12 [==============================] - 0s 2ms/step - loss: 0.8556
12/12 [==============================] - 0s 2ms/step - loss: 0.8556
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1242
12/12 [==============================] - 0s 2ms/step - loss: 0.8555
12/12 [==============================] - 0s 2ms/step - loss: 0.8555
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1238
12/12 [==============================] - 0s 2ms/step - loss: 0.8555
12/12 [==============================] - 0s 2ms/step - loss: 0.8555
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1233
12/12 [==============================] - 0s 2ms/step - loss: 0.8554
12/12 [==============================] - 0s 2ms/step - loss: 0.8554
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1228
12/12 [==============================] - 0s 2ms/step - loss: 0.8554
12/12 [==============================] - 0s 2ms/step - loss: 0.8554
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1224
12/12 [==============================] - 0s 2ms/step - loss: 0.8554
12/12 [==============================] - 0s 2ms/step - loss: 0.8554
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1219
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1215
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1210
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1205
12/12 [==============================] - 0s 2ms/step - loss: 0.8552
12/12 [==============================] - 0s 2ms/step - loss: 0.8552
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1201
12/12 [==============================] - 0s 2ms/step - loss: 0.8552
12/12 [==============================] - 0s 2ms/step - loss: 0.8552
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1196
12/12 [==============================] - 0s 2ms/step - loss: 0.8551
12/12 [==============================] - 0s 2ms/step - loss: 0.8551
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1192
12/12 [==============================] - 0s 2ms/step - loss: 0.8551
12/12 [==============================] - 0s 3ms/step - loss: 0.8551
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1187
12/12 [==============================] - 0s 2ms/step - loss: 0.8550
12/12 [==============================] - 0s 2ms/step - loss: 0.8550
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1182
12/12 [==============================] - 0s 2ms/step - loss: 0.8550
12/12 [==============================] - 0s 2ms/step - loss: 0.8550
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1178
12/12 [==============================] - 0s 2ms/step - loss: 0.8550
12/12 [==============================] - 0s 2ms/step - loss: 0.8550
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.8549
12/12 [==============================] - 0s 2ms/step - loss: 0.8549
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.8549
12/12 [==============================] - 0s 2ms/step - loss: 0.8549
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1164
12/12 [==============================] - 0s 2ms/step - loss: 0.8548
12/12 [==============================] - 0s 2ms/step - loss: 0.8548
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1159
12/12 [==============================] - 0s 2ms/step - loss: 0.8548
12/12 [==============================] - 0s 3ms/step - loss: 0.8548
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1155
12/12 [==============================] - 0s 2ms/step - loss: 0.8548
12/12 [==============================] - 0s 2ms/step - loss: 0.8548
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1150
12/12 [==============================] - 0s 2ms/step - loss: 0.8547
12/12 [==============================] - 0s 2ms/step - loss: 0.8547
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1145
12/12 [==============================] - 0s 2ms/step - loss: 0.8547
12/12 [==============================] - 0s 2ms/step - loss: 0.8547
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1141
12/12 [==============================] - 0s 2ms/step - loss: 0.8547
12/12 [==============================] - 0s 2ms/step - loss: 0.8547
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1136
12/12 [==============================] - 0s 2ms/step - loss: 0.8546
12/12 [==============================] - 0s 2ms/step - loss: 0.8546
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1132
12/12 [==============================] - 0s 2ms/step - loss: 0.8546
12/12 [==============================] - 0s 2ms/step - loss: 0.8546
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.8545
12/12 [==============================] - 0s 2ms/step - loss: 0.8545
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1122
12/12 [==============================] - 0s 2ms/step - loss: 0.8545
12/12 [==============================] - 0s 2ms/step - loss: 0.8545
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1118
12/12 [==============================] - 0s 2ms/step - loss: 0.8545
12/12 [==============================] - 0s 2ms/step - loss: 0.8545
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1113
12/12 [==============================] - 0s 2ms/step - loss: 0.8544
12/12 [==============================] - 0s 2ms/step - loss: 0.8544
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1109
12/12 [==============================] - 0s 2ms/step - loss: 0.8544
12/12 [==============================] - 0s 2ms/step - loss: 0.8544
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1104
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
12/12 [==============================] - 0s 3ms/step - loss: 0.8543
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.8542
12/12 [==============================] - 0s 3ms/step - loss: 0.8542
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.8542
12/12 [==============================] - 0s 2ms/step - loss: 0.8542
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1081
12/12 [==============================] - 0s 2ms/step - loss: 0.8541
12/12 [==============================] - 0s 2ms/step - loss: 0.8541
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1076
12/12 [==============================] - 0s 2ms/step - loss: 0.8541
12/12 [==============================] - 0s 2ms/step - loss: 0.8541
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1072
12/12 [==============================] - 0s 2ms/step - loss: 0.8541
12/12 [==============================] - 0s 2ms/step - loss: 0.8541
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1067
12/12 [==============================] - 0s 2ms/step - loss: 0.8540
12/12 [==============================] - 0s 2ms/step - loss: 0.8540
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1063
12/12 [==============================] - 0s 2ms/step - loss: 0.8540
12/12 [==============================] - 0s 3ms/step - loss: 0.8540
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1059
12/12 [==============================] - 0s 2ms/step - loss: 0.8539
12/12 [==============================] - 0s 2ms/step - loss: 0.8539
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1054
12/12 [==============================] - 0s 2ms/step - loss: 0.8539
12/12 [==============================] - 0s 2ms/step - loss: 0.8539
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1051
12/12 [==============================] - 0s 2ms/step - loss: 0.8539
12/12 [==============================] - 0s 2ms/step - loss: 0.8539
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1047
12/12 [==============================] - 0s 2ms/step - loss: 0.8538
12/12 [==============================] - 0s 2ms/step - loss: 0.8538
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1043
12/12 [==============================] - 0s 2ms/step - loss: 0.8538
12/12 [==============================] - 0s 2ms/step - loss: 0.8538
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1039
12/12 [==============================] - 0s 2ms/step - loss: 0.8538
12/12 [==============================] - 0s 2ms/step - loss: 0.8538
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1036
12/12 [==============================] - 0s 2ms/step - loss: 0.8537
12/12 [==============================] - 0s 2ms/step - loss: 0.8537
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1032
12/12 [==============================] - 0s 2ms/step - loss: 0.8537
12/12 [==============================] - 0s 2ms/step - loss: 0.8537
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.8537
12/12 [==============================] - 0s 2ms/step - loss: 0.8537
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1025
12/12 [==============================] - 0s 2ms/step - loss: 0.8536
12/12 [==============================] - 0s 2ms/step - loss: 0.8536
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1021
12/12 [==============================] - 0s 2ms/step - loss: 0.8536
12/12 [==============================] - 0s 2ms/step - loss: 0.8536
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1018
12/12 [==============================] - 0s 2ms/step - loss: 0.8536
12/12 [==============================] - 0s 2ms/step - loss: 0.8536
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1014
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1011
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1008
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
12/12 [==============================] - 0s 3ms/step - loss: 0.8535
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1004
12/12 [==============================] - 0s 2ms/step - loss: 0.8534
12/12 [==============================] - 0s 2ms/step - loss: 0.8534
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1001
12/12 [==============================] - 0s 2ms/step - loss: 0.8534
12/12 [==============================] - 0s 2ms/step - loss: 0.8534
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.0998
12/12 [==============================] - 0s 2ms/step - loss: 0.8534
12/12 [==============================] - 0s 2ms/step - loss: 0.8534
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.0994
12/12 [==============================] - 0s 2ms/step - loss: 0.8533
12/12 [==============================] - 0s 2ms/step - loss: 0.8533
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.0991
12/12 [==============================] - 0s 2ms/step - loss: 0.8533
12/12 [==============================] - 0s 2ms/step - loss: 0.8533
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.0988
12/12 [==============================] - 0s 2ms/step - loss: 0.8533
12/12 [==============================] - 0s 2ms/step - loss: 0.8533
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.0984
12/12 [==============================] - 0s 2ms/step - loss: 0.8532
12/12 [==============================] - 0s 2ms/step - loss: 0.8532
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.0981
12/12 [==============================] - 0s 2ms/step - loss: 0.8532
12/12 [==============================] - 0s 2ms/step - loss: 0.8532
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.0977
12/12 [==============================] - 0s 2ms/step - loss: 0.8532
12/12 [==============================] - 0s 2ms/step - loss: 0.8532
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.0974
12/12 [==============================] - 0s 2ms/step - loss: 0.8531
12/12 [==============================] - 0s 2ms/step - loss: 0.8531
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.0970
12/12 [==============================] - 0s 2ms/step - loss: 0.8531
12/12 [==============================] - 0s 2ms/step - loss: 0.8531
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.0967
12/12 [==============================] - 0s 2ms/step - loss: 0.8531
12/12 [==============================] - 0s 2ms/step - loss: 0.8531
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.0963
12/12 [==============================] - 0s 2ms/step - loss: 0.8530
12/12 [==============================] - 0s 2ms/step - loss: 0.8530
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.0960
12/12 [==============================] - 0s 2ms/step - loss: 0.8530
12/12 [==============================] - 0s 2ms/step - loss: 0.8530
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.0957
12/12 [==============================] - 0s 2ms/step - loss: 0.8530
12/12 [==============================] - 0s 3ms/step - loss: 0.8530
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.0953
12/12 [==============================] - 0s 2ms/step - loss: 0.8529
12/12 [==============================] - 0s 2ms/step - loss: 0.8529
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.0950
12/12 [==============================] - 0s 2ms/step - loss: 0.8529
12/12 [==============================] - 0s 2ms/step - loss: 0.8529
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.0946
12/12 [==============================] - 0s 2ms/step - loss: 0.8529
12/12 [==============================] - 0s 2ms/step - loss: 0.8529
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.0943
12/12 [==============================] - 0s 2ms/step - loss: 0.8528
12/12 [==============================] - 0s 3ms/step - loss: 0.8528
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.7258
12/12 [==============================] - 0s 2ms/step - loss: 0.6525
12/12 [==============================] - 0s 2ms/step - loss: 0.6525
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.7140
12/12 [==============================] - 0s 2ms/step - loss: 0.6431
12/12 [==============================] - 0s 2ms/step - loss: 0.6431
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.7058
12/12 [==============================] - 0s 2ms/step - loss: 0.6360
12/12 [==============================] - 0s 2ms/step - loss: 0.6360
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.6972
12/12 [==============================] - 0s 2ms/step - loss: 0.6283
12/12 [==============================] - 0s 3ms/step - loss: 0.6283
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.6872
12/12 [==============================] - 0s 2ms/step - loss: 0.6193
12/12 [==============================] - 0s 2ms/step - loss: 0.6193
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.6754
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.6614
12/12 [==============================] - 0s 2ms/step - loss: 0.5969
12/12 [==============================] - 0s 2ms/step - loss: 0.5969
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.6460
12/12 [==============================] - 0s 2ms/step - loss: 0.5851
12/12 [==============================] - 0s 2ms/step - loss: 0.5851
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.6298
12/12 [==============================] - 0s 2ms/step - loss: 0.5737
12/12 [==============================] - 0s 2ms/step - loss: 0.5737
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.6138
12/12 [==============================] - 0s 2ms/step - loss: 0.5635
12/12 [==============================] - 0s 2ms/step - loss: 0.5635
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.5986
12/12 [==============================] - 0s 2ms/step - loss: 0.5551
12/12 [==============================] - 0s 3ms/step - loss: 0.5551
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.5848
12/12 [==============================] - 0s 2ms/step - loss: 0.5484
12/12 [==============================] - 0s 2ms/step - loss: 0.5484
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.5730
12/12 [==============================] - 0s 2ms/step - loss: 0.5428
12/12 [==============================] - 0s 2ms/step - loss: 0.5428
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.5633
12/12 [==============================] - 0s 2ms/step - loss: 0.5378
12/12 [==============================] - 0s 2ms/step - loss: 0.5378
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.5556
12/12 [==============================] - 0s 2ms/step - loss: 0.5325
12/12 [==============================] - 0s 2ms/step - loss: 0.5325
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.5502
12/12 [==============================] - 0s 2ms/step - loss: 0.5256
12/12 [==============================] - 0s 2ms/step - loss: 0.5256
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.5484
12/12 [==============================] - 0s 2ms/step - loss: 0.5148
12/12 [==============================] - 0s 3ms/step - loss: 0.5148
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.5512
12/12 [==============================] - 0s 2ms/step - loss: 0.4962
12/12 [==============================] - 0s 2ms/step - loss: 0.4962
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.5585
12/12 [==============================] - 0s 2ms/step - loss: 0.4753
12/12 [==============================] - 0s 2ms/step - loss: 0.4753
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.5546
12/12 [==============================] - 0s 2ms/step - loss: 0.4597
12/12 [==============================] - 0s 2ms/step - loss: 0.4597
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.5262
12/12 [==============================] - 0s 2ms/step - loss: 0.4401
12/12 [==============================] - 0s 2ms/step - loss: 0.4401
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.4942
12/12 [==============================] - 0s 2ms/step - loss: 0.4193
12/12 [==============================] - 0s 2ms/step - loss: 0.4193
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.4660
12/12 [==============================] - 0s 2ms/step - loss: 0.4015
12/12 [==============================] - 0s 2ms/step - loss: 0.4015
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.4345
12/12 [==============================] - 0s 2ms/step - loss: 0.3852
12/12 [==============================] - 0s 3ms/step - loss: 0.3852
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.4066
12/12 [==============================] - 0s 2ms/step - loss: 0.3708
12/12 [==============================] - 0s 2ms/step - loss: 0.3708
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.3842
12/12 [==============================] - 0s 2ms/step - loss: 0.3593
12/12 [==============================] - 0s 2ms/step - loss: 0.3593
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.3652
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.3502
12/12 [==============================] - 0s 2ms/step - loss: 0.3422
12/12 [==============================] - 0s 2ms/step - loss: 0.3422
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.3388
12/12 [==============================] - 0s 2ms/step - loss: 0.3350
12/12 [==============================] - 0s 2ms/step - loss: 0.3350
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.3307
12/12 [==============================] - 0s 2ms/step - loss: 0.3289
12/12 [==============================] - 0s 2ms/step - loss: 0.3289
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.3250
12/12 [==============================] - 0s 2ms/step - loss: 0.3230
12/12 [==============================] - 0s 2ms/step - loss: 0.3230
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.3206
12/12 [==============================] - 0s 2ms/step - loss: 0.3181
12/12 [==============================] - 0s 2ms/step - loss: 0.3181
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.3171
12/12 [==============================] - 0s 2ms/step - loss: 0.3134
12/12 [==============================] - 0s 2ms/step - loss: 0.3134
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.3145
12/12 [==============================] - 0s 2ms/step - loss: 0.3089
12/12 [==============================] - 0s 2ms/step - loss: 0.3089
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.3126
12/12 [==============================] - 0s 2ms/step - loss: 0.3050
12/12 [==============================] - 0s 2ms/step - loss: 0.3050
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.3113
12/12 [==============================] - 0s 2ms/step - loss: 0.3013
12/12 [==============================] - 0s 2ms/step - loss: 0.3013
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.3104
12/12 [==============================] - 0s 2ms/step - loss: 0.2979
12/12 [==============================] - 0s 2ms/step - loss: 0.2979
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.3097
12/12 [==============================] - 0s 3ms/step - loss: 0.2953
12/12 [==============================] - 0s 3ms/step - loss: 0.2953
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.3091
12/12 [==============================] - 0s 2ms/step - loss: 0.2932
12/12 [==============================] - 0s 2ms/step - loss: 0.2932
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.3086
12/12 [==============================] - 0s 2ms/step - loss: 0.2913
12/12 [==============================] - 0s 3ms/step - loss: 0.2913
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.3081
12/12 [==============================] - 0s 2ms/step - loss: 0.2903
12/12 [==============================] - 0s 2ms/step - loss: 0.2903
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.3077
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.3074
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.3071
12/12 [==============================] - 0s 2ms/step - loss: 0.2888
12/12 [==============================] - 0s 2ms/step - loss: 0.2888
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.3069
12/12 [==============================] - 0s 2ms/step - loss: 0.2887
12/12 [==============================] - 0s 2ms/step - loss: 0.2887
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.3066
12/12 [==============================] - 0s 2ms/step - loss: 0.2885
12/12 [==============================] - 0s 2ms/step - loss: 0.2885
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.3062
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.3060
12/12 [==============================] - 0s 3ms/step - loss: 0.2888
12/12 [==============================] - 0s 3ms/step - loss: 0.2888
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.3056
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
12/12 [==============================] - 0s 3ms/step - loss: 0.2890
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.3052
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
12/12 [==============================] - 0s 3ms/step - loss: 0.2890
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.3048
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.3043
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.3039
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 3ms/step - loss: 0.2892
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.3034
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.3029
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.3025
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 3ms/step - loss: 0.2892
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.3020
12/12 [==============================] - 0s 2ms/step - loss: 0.2895
12/12 [==============================] - 0s 3ms/step - loss: 0.2895
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.3015
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
12/12 [==============================] - 0s 3ms/step - loss: 0.2893
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.3010
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
12/12 [==============================] - 0s 3ms/step - loss: 0.2893
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.3006
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.3001
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.2996
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 3ms/step - loss: 0.2892
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.2992
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.2988
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
12/12 [==============================] - 0s 3ms/step - loss: 0.2893
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.2983
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.2979
12/12 [==============================] - 0s 3ms/step - loss: 0.2891
12/12 [==============================] - 0s 3ms/step - loss: 0.2891
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.2975
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
12/12 [==============================] - 0s 3ms/step - loss: 0.2890
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.2971
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
12/12 [==============================] - 0s 3ms/step - loss: 0.2889
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.2967
12/12 [==============================] - 0s 2ms/step - loss: 0.2887
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.2963
12/12 [==============================] - 0s 2ms/step - loss: 0.2887
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.2959
12/12 [==============================] - 0s 2ms/step - loss: 0.2887
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.2955
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.2952
12/12 [==============================] - 0s 2ms/step - loss: 0.2885
12/12 [==============================] - 0s 3ms/step - loss: 0.2885
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.2948
12/12 [==============================] - 0s 3ms/step - loss: 0.2885
12/12 [==============================] - 0s 3ms/step - loss: 0.2885
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.2945
12/12 [==============================] - 0s 3ms/step - loss: 0.2883
12/12 [==============================] - 0s 3ms/step - loss: 0.2883
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2883
12/12 [==============================] - 0s 3ms/step - loss: 0.2883
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
12/12 [==============================] - 0s 3ms/step - loss: 0.2882
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.2936
12/12 [==============================] - 0s 2ms/step - loss: 0.2881
12/12 [==============================] - 0s 2ms/step - loss: 0.2881
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.2933
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.2931
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
12/12 [==============================] - 0s 3ms/step - loss: 0.2880
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.2928
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.2925
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.2923
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.2920
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.2918
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 4ms/step - loss: 0.2878
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.2915
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 3ms/step - loss: 0.2877
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.2913
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.2911
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.2909
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.2907
12/12 [==============================] - 0s 2ms/step - loss: 0.2876
12/12 [==============================] - 0s 2ms/step - loss: 0.2876
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.2905
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.2904
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 3ms/step - loss: 0.2877
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.2902
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.2901
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.2900
12/12 [==============================] - 0s 2ms/step - loss: 0.2876
12/12 [==============================] - 0s 2ms/step - loss: 0.2876
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.2898
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.2897
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 3ms/step - loss: 0.2877
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.2896
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.2895
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.2894
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.2893
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.2892
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.2878
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.2891
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.2890
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.2889
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
12/12 [==============================] - 0s 3ms/step - loss: 0.2880
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.2888
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.2887
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.2887
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.2886
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.2886
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.2885
12/12 [==============================] - 0s 2ms/step - loss: 0.2886
12/12 [==============================] - 0s 2ms/step - loss: 0.2886
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.2884
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
12/12 [==============================] - 0s 3ms/step - loss: 0.2887
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2888
12/12 [==============================] - 0s 2ms/step - loss: 0.2888
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.2883
12/12 [==============================] - 0s 2ms/step - loss: 0.2891
12/12 [==============================] - 0s 2ms/step - loss: 0.2891
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.2883
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
12/12 [==============================] - 0s 2ms/step - loss: 0.2893
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.2883
12/12 [==============================] - 0s 2ms/step - loss: 0.2895
12/12 [==============================] - 0s 2ms/step - loss: 0.2895
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.2882
12/12 [==============================] - 0s 2ms/step - loss: 0.2897
12/12 [==============================] - 0s 2ms/step - loss: 0.2897
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.2883
12/12 [==============================] - 0s 2ms/step - loss: 0.2898
12/12 [==============================] - 0s 2ms/step - loss: 0.2898
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.2883
12/12 [==============================] - 0s 2ms/step - loss: 0.2900
12/12 [==============================] - 0s 2ms/step - loss: 0.2900
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.2883
12/12 [==============================] - 0s 3ms/step - loss: 0.2903
12/12 [==============================] - 0s 3ms/step - loss: 0.2903
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2905
12/12 [==============================] - 0s 2ms/step - loss: 0.2905
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2907
12/12 [==============================] - 0s 2ms/step - loss: 0.2907
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.2885
12/12 [==============================] - 0s 2ms/step - loss: 0.2909
12/12 [==============================] - 0s 2ms/step - loss: 0.2909
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.2886
12/12 [==============================] - 0s 2ms/step - loss: 0.2911
12/12 [==============================] - 0s 2ms/step - loss: 0.2911
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.2886
12/12 [==============================] - 0s 2ms/step - loss: 0.2914
12/12 [==============================] - 0s 2ms/step - loss: 0.2914
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.2887
12/12 [==============================] - 0s 2ms/step - loss: 0.2916
12/12 [==============================] - 0s 3ms/step - loss: 0.2916
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.2889
12/12 [==============================] - 0s 2ms/step - loss: 0.2919
12/12 [==============================] - 0s 2ms/step - loss: 0.2919
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.2889
12/12 [==============================] - 0s 2ms/step - loss: 0.2922
12/12 [==============================] - 0s 2ms/step - loss: 0.2922
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.2890
12/12 [==============================] - 0s 2ms/step - loss: 0.2924
12/12 [==============================] - 0s 2ms/step - loss: 0.2924
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.2891
12/12 [==============================] - 0s 2ms/step - loss: 0.2926
12/12 [==============================] - 0s 2ms/step - loss: 0.2926
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.2892
12/12 [==============================] - 0s 2ms/step - loss: 0.2927
12/12 [==============================] - 0s 3ms/step - loss: 0.2927
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.2893
12/12 [==============================] - 0s 2ms/step - loss: 0.2928
12/12 [==============================] - 0s 3ms/step - loss: 0.2928
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.2894
12/12 [==============================] - 0s 2ms/step - loss: 0.2930
12/12 [==============================] - 0s 3ms/step - loss: 0.2930
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.2895
12/12 [==============================] - 0s 2ms/step - loss: 0.2931
12/12 [==============================] - 0s 2ms/step - loss: 0.2931
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.2897
12/12 [==============================] - 0s 2ms/step - loss: 0.2933
12/12 [==============================] - 0s 2ms/step - loss: 0.2933
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.2898
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.2899
12/12 [==============================] - 0s 2ms/step - loss: 0.2936
12/12 [==============================] - 0s 2ms/step - loss: 0.2936
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.2901
12/12 [==============================] - 0s 2ms/step - loss: 0.2937
12/12 [==============================] - 0s 2ms/step - loss: 0.2937
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.2902
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.2903
12/12 [==============================] - 0s 3ms/step - loss: 0.2940
12/12 [==============================] - 0s 3ms/step - loss: 0.2940
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.2904
12/12 [==============================] - 0s 2ms/step - loss: 0.2940
12/12 [==============================] - 0s 2ms/step - loss: 0.2940
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.2906
12/12 [==============================] - 0s 2ms/step - loss: 0.2940
12/12 [==============================] - 0s 3ms/step - loss: 0.2940
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.2907
12/12 [==============================] - 0s 2ms/step - loss: 0.2941
12/12 [==============================] - 0s 2ms/step - loss: 0.2941
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.2908
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.2909
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.2910
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.2911
12/12 [==============================] - 0s 2ms/step - loss: 0.2944
12/12 [==============================] - 0s 2ms/step - loss: 0.2944
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.2912
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.2913
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.2913
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.2914
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.2915
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.2915
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.2916
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
12/12 [==============================] - 0s 3ms/step - loss: 0.2948
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.2917
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.2918
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.2919
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.2920
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.2921
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.2922
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
12/12 [==============================] - 0s 3ms/step - loss: 0.2949
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.2922
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.2923
12/12 [==============================] - 0s 2ms/step - loss: 0.2950
12/12 [==============================] - 0s 2ms/step - loss: 0.2950
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.2924
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
12/12 [==============================] - 0s 2ms/step - loss: 0.2948
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.2925
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.2925
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.2926
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.2927
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
12/12 [==============================] - 0s 2ms/step - loss: 0.2947
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.2927
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.2928
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.2928
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
12/12 [==============================] - 0s 2ms/step - loss: 0.2945
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.2929
12/12 [==============================] - 0s 2ms/step - loss: 0.2941
12/12 [==============================] - 0s 2ms/step - loss: 0.2941
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.2930
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.2931
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.2931
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.2932
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.2932
12/12 [==============================] - 0s 2ms/step - loss: 0.2938
12/12 [==============================] - 0s 2ms/step - loss: 0.2938
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.2933
12/12 [==============================] - 0s 2ms/step - loss: 0.2936
12/12 [==============================] - 0s 2ms/step - loss: 0.2936
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.2934
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.2934
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.2935
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
12/12 [==============================] - 0s 2ms/step - loss: 0.2935
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.2935
12/12 [==============================] - 0s 2ms/step - loss: 0.2932
12/12 [==============================] - 0s 2ms/step - loss: 0.2932
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.2936
12/12 [==============================] - 0s 2ms/step - loss: 0.2931
12/12 [==============================] - 0s 3ms/step - loss: 0.2931
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.2937
12/12 [==============================] - 0s 2ms/step - loss: 0.2930
12/12 [==============================] - 0s 2ms/step - loss: 0.2930
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.2938
12/12 [==============================] - 0s 2ms/step - loss: 0.2928
12/12 [==============================] - 0s 2ms/step - loss: 0.2928
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2926
12/12 [==============================] - 0s 2ms/step - loss: 0.2926
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.2940
12/12 [==============================] - 0s 2ms/step - loss: 0.2925
12/12 [==============================] - 0s 2ms/step - loss: 0.2925
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.2941
12/12 [==============================] - 0s 2ms/step - loss: 0.2924
12/12 [==============================] - 0s 2ms/step - loss: 0.2924
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2923
12/12 [==============================] - 0s 2ms/step - loss: 0.2923
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.2943
12/12 [==============================] - 0s 2ms/step - loss: 0.2921
12/12 [==============================] - 0s 2ms/step - loss: 0.2921
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.2944
12/12 [==============================] - 0s 2ms/step - loss: 0.2919
12/12 [==============================] - 0s 2ms/step - loss: 0.2919
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.2945
12/12 [==============================] - 0s 2ms/step - loss: 0.2918
12/12 [==============================] - 0s 2ms/step - loss: 0.2918
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.2946
12/12 [==============================] - 0s 2ms/step - loss: 0.2914
12/12 [==============================] - 0s 2ms/step - loss: 0.2914
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.2947
12/12 [==============================] - 0s 2ms/step - loss: 0.2913
12/12 [==============================] - 0s 2ms/step - loss: 0.2913
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.2949
12/12 [==============================] - 0s 2ms/step - loss: 0.2912
12/12 [==============================] - 0s 2ms/step - loss: 0.2912
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.2950
12/12 [==============================] - 0s 2ms/step - loss: 0.2909
12/12 [==============================] - 0s 2ms/step - loss: 0.2909
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.2951
12/12 [==============================] - 0s 2ms/step - loss: 0.2907
12/12 [==============================] - 0s 2ms/step - loss: 0.2907
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.2952
12/12 [==============================] - 0s 2ms/step - loss: 0.2907
12/12 [==============================] - 0s 2ms/step - loss: 0.2907
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.2953
12/12 [==============================] - 0s 2ms/step - loss: 0.2903
12/12 [==============================] - 0s 2ms/step - loss: 0.2903
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.2955
12/12 [==============================] - 0s 2ms/step - loss: 0.2902
12/12 [==============================] - 0s 2ms/step - loss: 0.2902
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.2956
12/12 [==============================] - 0s 2ms/step - loss: 0.2898
12/12 [==============================] - 0s 2ms/step - loss: 0.2898
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.2957
12/12 [==============================] - 0s 2ms/step - loss: 0.2897
12/12 [==============================] - 0s 3ms/step - loss: 0.2897
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.2958
12/12 [==============================] - 0s 2ms/step - loss: 0.2894
12/12 [==============================] - 0s 3ms/step - loss: 0.2894
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.2960
12/12 [==============================] - 0s 2ms/step - loss: 0.2891
12/12 [==============================] - 0s 3ms/step - loss: 0.2891
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.2961
12/12 [==============================] - 0s 2ms/step - loss: 0.2888
12/12 [==============================] - 0s 2ms/step - loss: 0.2888
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.2961
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.2963
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.2963
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.2964
12/12 [==============================] - 0s 2ms/step - loss: 0.2874
12/12 [==============================] - 0s 2ms/step - loss: 0.2874
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2874
12/12 [==============================] - 0s 2ms/step - loss: 0.2874
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2868
12/12 [==============================] - 0s 2ms/step - loss: 0.2868
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.2966
12/12 [==============================] - 0s 2ms/step - loss: 0.2867
12/12 [==============================] - 0s 3ms/step - loss: 0.2867
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2861
12/12 [==============================] - 0s 2ms/step - loss: 0.2861
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2861
12/12 [==============================] - 0s 2ms/step - loss: 0.2861
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2855
12/12 [==============================] - 0s 2ms/step - loss: 0.2855
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2854
12/12 [==============================] - 0s 2ms/step - loss: 0.2854
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.2964
12/12 [==============================] - 0s 2ms/step - loss: 0.2846
12/12 [==============================] - 0s 2ms/step - loss: 0.2846
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.2965
12/12 [==============================] - 0s 2ms/step - loss: 0.2849
12/12 [==============================] - 0s 2ms/step - loss: 0.2849
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.2964
12/12 [==============================] - 0s 2ms/step - loss: 0.2841
12/12 [==============================] - 0s 2ms/step - loss: 0.2841
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.2964
12/12 [==============================] - 0s 2ms/step - loss: 0.2842
12/12 [==============================] - 0s 2ms/step - loss: 0.2842
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.2963
12/12 [==============================] - 0s 2ms/step - loss: 0.2835
12/12 [==============================] - 0s 2ms/step - loss: 0.2835
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.2963
12/12 [==============================] - 0s 2ms/step - loss: 0.2835
12/12 [==============================] - 0s 2ms/step - loss: 0.2835
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.2962
12/12 [==============================] - 0s 2ms/step - loss: 0.2826
12/12 [==============================] - 0s 2ms/step - loss: 0.2826
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.2962
12/12 [==============================] - 0s 2ms/step - loss: 0.2828
12/12 [==============================] - 0s 2ms/step - loss: 0.2828
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.2961
12/12 [==============================] - 0s 2ms/step - loss: 0.2821
12/12 [==============================] - 0s 2ms/step - loss: 0.2821
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.2961
12/12 [==============================] - 0s 2ms/step - loss: 0.2822
12/12 [==============================] - 0s 2ms/step - loss: 0.2822
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.2960
12/12 [==============================] - 0s 2ms/step - loss: 0.2815
12/12 [==============================] - 0s 2ms/step - loss: 0.2815
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.2960
12/12 [==============================] - 0s 2ms/step - loss: 0.2816
12/12 [==============================] - 0s 2ms/step - loss: 0.2816
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.2958
12/12 [==============================] - 0s 2ms/step - loss: 0.2811
12/12 [==============================] - 0s 2ms/step - loss: 0.2811
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.2959
12/12 [==============================] - 0s 2ms/step - loss: 0.2808
12/12 [==============================] - 0s 2ms/step - loss: 0.2808
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.2957
12/12 [==============================] - 0s 2ms/step - loss: 0.2802
12/12 [==============================] - 0s 2ms/step - loss: 0.2802
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.2958
12/12 [==============================] - 0s 2ms/step - loss: 0.2802
12/12 [==============================] - 0s 2ms/step - loss: 0.2802
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.2955
12/12 [==============================] - 0s 2ms/step - loss: 0.2797
12/12 [==============================] - 0s 2ms/step - loss: 0.2797
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.2956
12/12 [==============================] - 0s 2ms/step - loss: 0.2795
12/12 [==============================] - 0s 2ms/step - loss: 0.2795
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.2954
12/12 [==============================] - 0s 2ms/step - loss: 0.2791
12/12 [==============================] - 0s 2ms/step - loss: 0.2791
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.2955
12/12 [==============================] - 0s 2ms/step - loss: 0.2789
12/12 [==============================] - 0s 2ms/step - loss: 0.2789
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.2952
12/12 [==============================] - 0s 2ms/step - loss: 0.2784
12/12 [==============================] - 0s 2ms/step - loss: 0.2784
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.2953
12/12 [==============================] - 0s 2ms/step - loss: 0.2783
12/12 [==============================] - 0s 2ms/step - loss: 0.2783
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.2951
12/12 [==============================] - 0s 2ms/step - loss: 0.2777
12/12 [==============================] - 0s 3ms/step - loss: 0.2777
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.2951
12/12 [==============================] - 0s 2ms/step - loss: 0.2777
12/12 [==============================] - 0s 2ms/step - loss: 0.2777
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.2948
12/12 [==============================] - 0s 2ms/step - loss: 0.2769
12/12 [==============================] - 0s 2ms/step - loss: 0.2769
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.2949
12/12 [==============================] - 0s 2ms/step - loss: 0.2770
12/12 [==============================] - 0s 2ms/step - loss: 0.2770
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.2945
12/12 [==============================] - 0s 2ms/step - loss: 0.2763
12/12 [==============================] - 0s 2ms/step - loss: 0.2763
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.2946
12/12 [==============================] - 0s 2ms/step - loss: 0.2762
12/12 [==============================] - 0s 2ms/step - loss: 0.2762
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.2944
12/12 [==============================] - 0s 2ms/step - loss: 0.2757
12/12 [==============================] - 0s 2ms/step - loss: 0.2757
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.2944
12/12 [==============================] - 0s 2ms/step - loss: 0.2754
12/12 [==============================] - 0s 2ms/step - loss: 0.2754
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.2941
12/12 [==============================] - 0s 2ms/step - loss: 0.2752
12/12 [==============================] - 0s 2ms/step - loss: 0.2752
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.2941
12/12 [==============================] - 0s 2ms/step - loss: 0.2748
12/12 [==============================] - 0s 2ms/step - loss: 0.2748
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2744
12/12 [==============================] - 0s 2ms/step - loss: 0.2744
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2742
12/12 [==============================] - 0s 2ms/step - loss: 0.2742
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.2937
12/12 [==============================] - 0s 2ms/step - loss: 0.2737
12/12 [==============================] - 0s 2ms/step - loss: 0.2737
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.8344
12/12 [==============================] - 0s 2ms/step - loss: 0.9147
12/12 [==============================] - 0s 2ms/step - loss: 0.9147
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.8168
12/12 [==============================] - 0s 2ms/step - loss: 0.8895
12/12 [==============================] - 0s 2ms/step - loss: 0.8895
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.7951
12/12 [==============================] - 0s 2ms/step - loss: 0.8549
12/12 [==============================] - 0s 2ms/step - loss: 0.8549
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.7650
12/12 [==============================] - 0s 2ms/step - loss: 0.8162
12/12 [==============================] - 0s 3ms/step - loss: 0.8162
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.7300
12/12 [==============================] - 0s 2ms/step - loss: 0.7824
12/12 [==============================] - 0s 2ms/step - loss: 0.7824
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.6965
12/12 [==============================] - 0s 2ms/step - loss: 0.7589
12/12 [==============================] - 0s 2ms/step - loss: 0.7589
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.6688
12/12 [==============================] - 0s 2ms/step - loss: 0.7443
12/12 [==============================] - 0s 2ms/step - loss: 0.7443
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.6465
12/12 [==============================] - 0s 2ms/step - loss: 0.7340
12/12 [==============================] - 0s 2ms/step - loss: 0.7340
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.6277
12/12 [==============================] - 0s 2ms/step - loss: 0.7260
12/12 [==============================] - 0s 2ms/step - loss: 0.7260
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.6110
12/12 [==============================] - 0s 2ms/step - loss: 0.7200
12/12 [==============================] - 0s 2ms/step - loss: 0.7200
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.5961
12/12 [==============================] - 0s 2ms/step - loss: 0.7152
12/12 [==============================] - 0s 3ms/step - loss: 0.7152
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.5826
12/12 [==============================] - 0s 2ms/step - loss: 0.7112
12/12 [==============================] - 0s 3ms/step - loss: 0.7112
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.5704
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.5590
12/12 [==============================] - 0s 2ms/step - loss: 0.7047
12/12 [==============================] - 0s 2ms/step - loss: 0.7047
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.5483
12/12 [==============================] - 0s 2ms/step - loss: 0.7018
12/12 [==============================] - 0s 2ms/step - loss: 0.7018
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.5383
12/12 [==============================] - 0s 2ms/step - loss: 0.6991
12/12 [==============================] - 0s 2ms/step - loss: 0.6991
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.5291
12/12 [==============================] - 0s 2ms/step - loss: 0.6965
12/12 [==============================] - 0s 3ms/step - loss: 0.6965
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.5205
12/12 [==============================] - 0s 2ms/step - loss: 0.6939
12/12 [==============================] - 0s 2ms/step - loss: 0.6939
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.5124
12/12 [==============================] - 0s 2ms/step - loss: 0.6912
12/12 [==============================] - 0s 2ms/step - loss: 0.6912
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.5047
12/12 [==============================] - 0s 2ms/step - loss: 0.6881
12/12 [==============================] - 0s 2ms/step - loss: 0.6881
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.4973
12/12 [==============================] - 0s 2ms/step - loss: 0.6843
12/12 [==============================] - 0s 2ms/step - loss: 0.6843
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.4900
12/12 [==============================] - 0s 2ms/step - loss: 0.6789
12/12 [==============================] - 0s 2ms/step - loss: 0.6789
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.4828
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
12/12 [==============================] - 0s 2ms/step - loss: 0.6702
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.4747
12/12 [==============================] - 0s 2ms/step - loss: 0.6566
12/12 [==============================] - 0s 2ms/step - loss: 0.6566
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.4637
12/12 [==============================] - 0s 2ms/step - loss: 0.6406
12/12 [==============================] - 0s 3ms/step - loss: 0.6406
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.4500
12/12 [==============================] - 0s 2ms/step - loss: 0.6307
12/12 [==============================] - 0s 2ms/step - loss: 0.6307
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.4363
12/12 [==============================] - 0s 2ms/step - loss: 0.6241
12/12 [==============================] - 0s 2ms/step - loss: 0.6241
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.4236
12/12 [==============================] - 0s 2ms/step - loss: 0.6185
12/12 [==============================] - 0s 2ms/step - loss: 0.6185
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.4118
12/12 [==============================] - 0s 2ms/step - loss: 0.6129
12/12 [==============================] - 0s 2ms/step - loss: 0.6129
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.4007
12/12 [==============================] - 0s 2ms/step - loss: 0.6074
12/12 [==============================] - 0s 2ms/step - loss: 0.6074
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.6023
12/12 [==============================] - 0s 2ms/step - loss: 0.6023
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.3792
12/12 [==============================] - 0s 2ms/step - loss: 0.5974
12/12 [==============================] - 0s 2ms/step - loss: 0.5974
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.3684
12/12 [==============================] - 0s 2ms/step - loss: 0.5929
12/12 [==============================] - 0s 2ms/step - loss: 0.5929
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.3574
12/12 [==============================] - 0s 2ms/step - loss: 0.5885
12/12 [==============================] - 0s 2ms/step - loss: 0.5885
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.3461
12/12 [==============================] - 0s 2ms/step - loss: 0.5841
12/12 [==============================] - 0s 2ms/step - loss: 0.5841
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.3346
12/12 [==============================] - 0s 2ms/step - loss: 0.5796
12/12 [==============================] - 0s 2ms/step - loss: 0.5796
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.3229
12/12 [==============================] - 0s 2ms/step - loss: 0.5752
12/12 [==============================] - 0s 2ms/step - loss: 0.5752
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.3110
12/12 [==============================] - 0s 2ms/step - loss: 0.5709
12/12 [==============================] - 0s 3ms/step - loss: 0.5709
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.2990
12/12 [==============================] - 0s 2ms/step - loss: 0.5669
12/12 [==============================] - 0s 2ms/step - loss: 0.5669
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.2871
12/12 [==============================] - 0s 2ms/step - loss: 0.5635
12/12 [==============================] - 0s 2ms/step - loss: 0.5635
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.2756
12/12 [==============================] - 0s 2ms/step - loss: 0.5602
12/12 [==============================] - 0s 2ms/step - loss: 0.5602
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.2643
12/12 [==============================] - 0s 2ms/step - loss: 0.5568
12/12 [==============================] - 0s 2ms/step - loss: 0.5568
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.2533
12/12 [==============================] - 0s 2ms/step - loss: 0.5535
12/12 [==============================] - 0s 2ms/step - loss: 0.5535
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.2429
12/12 [==============================] - 0s 2ms/step - loss: 0.5505
12/12 [==============================] - 0s 2ms/step - loss: 0.5505
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.2332
12/12 [==============================] - 0s 2ms/step - loss: 0.5479
12/12 [==============================] - 0s 2ms/step - loss: 0.5479
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.2240
12/12 [==============================] - 0s 2ms/step - loss: 0.5456
12/12 [==============================] - 0s 3ms/step - loss: 0.5456
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.2151
12/12 [==============================] - 0s 2ms/step - loss: 0.5436
12/12 [==============================] - 0s 2ms/step - loss: 0.5436
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.2069
12/12 [==============================] - 0s 2ms/step - loss: 0.5418
12/12 [==============================] - 0s 2ms/step - loss: 0.5418
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.1992
12/12 [==============================] - 0s 2ms/step - loss: 0.5402
12/12 [==============================] - 0s 2ms/step - loss: 0.5402
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1919
12/12 [==============================] - 0s 2ms/step - loss: 0.5385
12/12 [==============================] - 0s 2ms/step - loss: 0.5385
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1853
12/12 [==============================] - 0s 2ms/step - loss: 0.5373
12/12 [==============================] - 0s 2ms/step - loss: 0.5373
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1793
12/12 [==============================] - 0s 2ms/step - loss: 0.5363
12/12 [==============================] - 0s 2ms/step - loss: 0.5363
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1737
12/12 [==============================] - 0s 2ms/step - loss: 0.5353
12/12 [==============================] - 0s 2ms/step - loss: 0.5353
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1686
12/12 [==============================] - 0s 2ms/step - loss: 0.5342
12/12 [==============================] - 0s 2ms/step - loss: 0.5342
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1640
12/12 [==============================] - 0s 2ms/step - loss: 0.5331
12/12 [==============================] - 0s 2ms/step - loss: 0.5331
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1600
12/12 [==============================] - 0s 2ms/step - loss: 0.5326
12/12 [==============================] - 0s 2ms/step - loss: 0.5326
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1564
12/12 [==============================] - 0s 2ms/step - loss: 0.5318
12/12 [==============================] - 0s 2ms/step - loss: 0.5318
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1529
12/12 [==============================] - 0s 2ms/step - loss: 0.5311
12/12 [==============================] - 0s 2ms/step - loss: 0.5311
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1496
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
12/12 [==============================] - 0s 2ms/step - loss: 0.5306
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1464
12/12 [==============================] - 0s 2ms/step - loss: 0.5300
12/12 [==============================] - 0s 2ms/step - loss: 0.5300
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1435
12/12 [==============================] - 0s 2ms/step - loss: 0.5293
12/12 [==============================] - 0s 2ms/step - loss: 0.5293
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1409
12/12 [==============================] - 0s 2ms/step - loss: 0.5289
12/12 [==============================] - 0s 2ms/step - loss: 0.5289
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1386
12/12 [==============================] - 0s 2ms/step - loss: 0.5285
12/12 [==============================] - 0s 2ms/step - loss: 0.5285
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1369
12/12 [==============================] - 0s 2ms/step - loss: 0.5282
12/12 [==============================] - 0s 2ms/step - loss: 0.5282
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1353
12/12 [==============================] - 0s 2ms/step - loss: 0.5278
12/12 [==============================] - 0s 2ms/step - loss: 0.5278
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1337
12/12 [==============================] - 0s 2ms/step - loss: 0.5275
12/12 [==============================] - 0s 2ms/step - loss: 0.5275
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1321
12/12 [==============================] - 0s 2ms/step - loss: 0.5272
12/12 [==============================] - 0s 2ms/step - loss: 0.5272
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1306
12/12 [==============================] - 0s 2ms/step - loss: 0.5269
12/12 [==============================] - 0s 2ms/step - loss: 0.5269
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1290
12/12 [==============================] - 0s 2ms/step - loss: 0.5266
12/12 [==============================] - 0s 2ms/step - loss: 0.5266
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1274
12/12 [==============================] - 0s 2ms/step - loss: 0.5262
12/12 [==============================] - 0s 3ms/step - loss: 0.5262
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1259
12/12 [==============================] - 0s 2ms/step - loss: 0.5259
12/12 [==============================] - 0s 2ms/step - loss: 0.5259
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.5258
12/12 [==============================] - 0s 2ms/step - loss: 0.5258
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1232
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1220
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1207
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1195
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1184
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1174
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1166
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1160
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1154
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1149
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 3ms/step - loss: 0.5246
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1143
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1137
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1132
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1127
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1123
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1119
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1112
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1110
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1108
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1107
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1106
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1105
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
12/12 [==============================] - 0s 3ms/step - loss: 0.5249
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1104
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1104
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1104
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1103
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1103
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 3ms/step - loss: 0.5252
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1103
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1103
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1102
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1101
12/12 [==============================] - 0s 2ms/step - loss: 0.5255
12/12 [==============================] - 0s 2ms/step - loss: 0.5255
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1101
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1101
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1101
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1101
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1100
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1100
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1100
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1100
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1099
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5241
12/12 [==============================] - 0s 3ms/step - loss: 0.5241
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5238
12/12 [==============================] - 0s 2ms/step - loss: 0.5238
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5234
12/12 [==============================] - 0s 2ms/step - loss: 0.5234
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1098
12/12 [==============================] - 0s 2ms/step - loss: 0.5235
12/12 [==============================] - 0s 2ms/step - loss: 0.5235
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
12/12 [==============================] - 0s 2ms/step - loss: 0.5231
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5232
12/12 [==============================] - 0s 3ms/step - loss: 0.5232
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5228
12/12 [==============================] - 0s 3ms/step - loss: 0.5228
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.5226
12/12 [==============================] - 0s 2ms/step - loss: 0.5226
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 2ms/step - loss: 0.5224
12/12 [==============================] - 0s 2ms/step - loss: 0.5224
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 2ms/step - loss: 0.5222
12/12 [==============================] - 0s 2ms/step - loss: 0.5222
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1096
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
12/12 [==============================] - 0s 3ms/step - loss: 0.5219
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 3ms/step - loss: 0.5217
12/12 [==============================] - 0s 3ms/step - loss: 0.5217
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.5216
12/12 [==============================] - 0s 2ms/step - loss: 0.5216
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.5214
12/12 [==============================] - 0s 2ms/step - loss: 0.5214
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.5213
12/12 [==============================] - 0s 2ms/step - loss: 0.5213
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.5210
12/12 [==============================] - 0s 2ms/step - loss: 0.5210
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1095
12/12 [==============================] - 0s 2ms/step - loss: 0.5210
12/12 [==============================] - 0s 2ms/step - loss: 0.5210
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 2ms/step - loss: 0.5205
12/12 [==============================] - 0s 2ms/step - loss: 0.5205
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1094
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.5203
12/12 [==============================] - 0s 3ms/step - loss: 0.5203
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.5208
12/12 [==============================] - 0s 2ms/step - loss: 0.5208
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.5201
12/12 [==============================] - 0s 3ms/step - loss: 0.5201
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.5211
12/12 [==============================] - 0s 2ms/step - loss: 0.5211
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1093
12/12 [==============================] - 0s 2ms/step - loss: 0.5199
12/12 [==============================] - 0s 2ms/step - loss: 0.5199
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
12/12 [==============================] - 0s 2ms/step - loss: 0.5204
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
12/12 [==============================] - 0s 2ms/step - loss: 0.5206
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
12/12 [==============================] - 0s 2ms/step - loss: 0.5207
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5208
12/12 [==============================] - 0s 2ms/step - loss: 0.5208
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.5213
12/12 [==============================] - 0s 2ms/step - loss: 0.5213
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.5217
12/12 [==============================] - 0s 2ms/step - loss: 0.5217
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.5214
12/12 [==============================] - 0s 2ms/step - loss: 0.5214
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.5216
12/12 [==============================] - 0s 2ms/step - loss: 0.5216
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1091
12/12 [==============================] - 0s 2ms/step - loss: 0.5218
12/12 [==============================] - 0s 2ms/step - loss: 0.5218
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5218
12/12 [==============================] - 0s 3ms/step - loss: 0.5218
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
12/12 [==============================] - 0s 2ms/step - loss: 0.5219
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5220
12/12 [==============================] - 0s 2ms/step - loss: 0.5220
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5222
12/12 [==============================] - 0s 2ms/step - loss: 0.5222
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5222
12/12 [==============================] - 0s 2ms/step - loss: 0.5222
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5223
12/12 [==============================] - 0s 2ms/step - loss: 0.5223
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5224
12/12 [==============================] - 0s 3ms/step - loss: 0.5224
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5227
12/12 [==============================] - 0s 2ms/step - loss: 0.5227
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5240
12/12 [==============================] - 0s 2ms/step - loss: 0.5240
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
12/12 [==============================] - 0s 2ms/step - loss: 0.5225
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5232
12/12 [==============================] - 0s 3ms/step - loss: 0.5232
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
12/12 [==============================] - 0s 3ms/step - loss: 0.5237
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1089
12/12 [==============================] - 0s 2ms/step - loss: 0.5227
12/12 [==============================] - 0s 2ms/step - loss: 0.5227
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5227
12/12 [==============================] - 0s 3ms/step - loss: 0.5227
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5235
12/12 [==============================] - 0s 2ms/step - loss: 0.5235
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
12/12 [==============================] - 0s 2ms/step - loss: 0.5237
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
12/12 [==============================] - 0s 2ms/step - loss: 0.5229
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 3ms/step - loss: 0.5228
12/12 [==============================] - 0s 3ms/step - loss: 0.5228
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 3ms/step - loss: 0.5245
12/12 [==============================] - 0s 3ms/step - loss: 0.5245
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
12/12 [==============================] - 0s 3ms/step - loss: 0.5229
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1088
12/12 [==============================] - 0s 2ms/step - loss: 0.5242
12/12 [==============================] - 0s 3ms/step - loss: 0.5242
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5230
12/12 [==============================] - 0s 3ms/step - loss: 0.5230
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
12/12 [==============================] - 0s 3ms/step - loss: 0.5244
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 3ms/step - loss: 0.5246
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1087
12/12 [==============================] - 0s 2ms/step - loss: 0.5255
12/12 [==============================] - 0s 2ms/step - loss: 0.5255
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5263
12/12 [==============================] - 0s 3ms/step - loss: 0.5263
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5270
12/12 [==============================] - 0s 2ms/step - loss: 0.5270
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5256
12/12 [==============================] - 0s 2ms/step - loss: 0.5256
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
12/12 [==============================] - 0s 2ms/step - loss: 0.5247
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5256
12/12 [==============================] - 0s 2ms/step - loss: 0.5256
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5259
12/12 [==============================] - 0s 3ms/step - loss: 0.5259
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
12/12 [==============================] - 0s 2ms/step - loss: 0.5286
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
12/12 [==============================] - 0s 2ms/step - loss: 0.5244
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1086
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
12/12 [==============================] - 0s 2ms/step - loss: 0.5252
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
12/12 [==============================] - 0s 2ms/step - loss: 0.5253
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5254
12/12 [==============================] - 0s 3ms/step - loss: 0.5254
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5255
12/12 [==============================] - 0s 2ms/step - loss: 0.5255
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5287
12/12 [==============================] - 0s 2ms/step - loss: 0.5287
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
12/12 [==============================] - 0s 2ms/step - loss: 0.5243
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5259
12/12 [==============================] - 0s 3ms/step - loss: 0.5259
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5282
12/12 [==============================] - 0s 3ms/step - loss: 0.5282
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
12/12 [==============================] - 0s 2ms/step - loss: 0.5248
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
12/12 [==============================] - 0s 2ms/step - loss: 0.5249
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1085
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5250
12/12 [==============================] - 0s 3ms/step - loss: 0.5250
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 3ms/step - loss: 0.5251
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 3ms/step - loss: 0.5251
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1084
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
12/12 [==============================] - 0s 2ms/step - loss: 0.5251
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.3282
12/12 [==============================] - 0s 2ms/step - loss: 0.8296
12/12 [==============================] - 0s 2ms/step - loss: 0.8296
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.3161
12/12 [==============================] - 0s 2ms/step - loss: 0.8213
12/12 [==============================] - 0s 2ms/step - loss: 0.8213
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 1.3180
12/12 [==============================] - 0s 2ms/step - loss: 0.8163
12/12 [==============================] - 0s 2ms/step - loss: 0.8163
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 1.3206
12/12 [==============================] - 0s 2ms/step - loss: 0.8109
12/12 [==============================] - 0s 2ms/step - loss: 0.8109
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 1.3234
12/12 [==============================] - 0s 2ms/step - loss: 0.8046
12/12 [==============================] - 0s 2ms/step - loss: 0.8046
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 1.3265
12/12 [==============================] - 0s 3ms/step - loss: 0.7966
12/12 [==============================] - 0s 3ms/step - loss: 0.7966
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 1.3299
12/12 [==============================] - 0s 2ms/step - loss: 0.7864
12/12 [==============================] - 0s 2ms/step - loss: 0.7864
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 1.3329
12/12 [==============================] - 0s 2ms/step - loss: 0.7743
12/12 [==============================] - 0s 2ms/step - loss: 0.7743
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 1.3335
12/12 [==============================] - 0s 2ms/step - loss: 0.7606
12/12 [==============================] - 0s 2ms/step - loss: 0.7606
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 1.3277
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
12/12 [==============================] - 0s 2ms/step - loss: 0.7456
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 1.3121
12/12 [==============================] - 0s 2ms/step - loss: 0.7294
12/12 [==============================] - 0s 2ms/step - loss: 0.7294
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 1.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.7145
12/12 [==============================] - 0s 3ms/step - loss: 0.7145
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 1.2612
12/12 [==============================] - 0s 2ms/step - loss: 0.7020
12/12 [==============================] - 0s 2ms/step - loss: 0.7020
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 1.2381
12/12 [==============================] - 0s 2ms/step - loss: 0.6924
12/12 [==============================] - 0s 3ms/step - loss: 0.6924
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 1.2213
12/12 [==============================] - 0s 2ms/step - loss: 0.6849
12/12 [==============================] - 0s 2ms/step - loss: 0.6849
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 1.2101
12/12 [==============================] - 0s 2ms/step - loss: 0.6787
12/12 [==============================] - 0s 2ms/step - loss: 0.6787
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 1.2028
12/12 [==============================] - 0s 2ms/step - loss: 0.6733
12/12 [==============================] - 0s 2ms/step - loss: 0.6733
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 1.1979
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 1.1947
12/12 [==============================] - 0s 2ms/step - loss: 0.6634
12/12 [==============================] - 0s 2ms/step - loss: 0.6634
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 1.1924
12/12 [==============================] - 0s 2ms/step - loss: 0.6587
12/12 [==============================] - 0s 3ms/step - loss: 0.6587
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 1.1908
12/12 [==============================] - 0s 2ms/step - loss: 0.6541
12/12 [==============================] - 0s 2ms/step - loss: 0.6541
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 1.1895
12/12 [==============================] - 0s 2ms/step - loss: 0.6497
12/12 [==============================] - 0s 2ms/step - loss: 0.6497
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 1.1877
12/12 [==============================] - 0s 2ms/step - loss: 0.6454
12/12 [==============================] - 0s 2ms/step - loss: 0.6454
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 1.1850
12/12 [==============================] - 0s 2ms/step - loss: 0.6413
12/12 [==============================] - 0s 2ms/step - loss: 0.6413
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 1.1814
12/12 [==============================] - 0s 2ms/step - loss: 0.6374
12/12 [==============================] - 0s 2ms/step - loss: 0.6374
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 1.1775
12/12 [==============================] - 0s 2ms/step - loss: 0.6337
12/12 [==============================] - 0s 2ms/step - loss: 0.6337
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 1.1735
12/12 [==============================] - 0s 2ms/step - loss: 0.6302
12/12 [==============================] - 0s 3ms/step - loss: 0.6302
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 1.1697
12/12 [==============================] - 0s 2ms/step - loss: 0.6269
12/12 [==============================] - 0s 2ms/step - loss: 0.6269
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 1.1661
12/12 [==============================] - 0s 2ms/step - loss: 0.6238
12/12 [==============================] - 0s 2ms/step - loss: 0.6238
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 1.1629
12/12 [==============================] - 0s 2ms/step - loss: 0.6208
12/12 [==============================] - 0s 2ms/step - loss: 0.6208
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 1.1599
12/12 [==============================] - 0s 2ms/step - loss: 0.6180
12/12 [==============================] - 0s 2ms/step - loss: 0.6180
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 1.1574
12/12 [==============================] - 0s 2ms/step - loss: 0.6153
12/12 [==============================] - 0s 2ms/step - loss: 0.6153
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 1.1552
12/12 [==============================] - 0s 2ms/step - loss: 0.6126
12/12 [==============================] - 0s 3ms/step - loss: 0.6126
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 1.1532
12/12 [==============================] - 0s 2ms/step - loss: 0.6100
12/12 [==============================] - 0s 3ms/step - loss: 0.6100
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 1.1513
12/12 [==============================] - 0s 2ms/step - loss: 0.6075
12/12 [==============================] - 0s 3ms/step - loss: 0.6075
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 1.1492
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 1.1470
12/12 [==============================] - 0s 2ms/step - loss: 0.6026
12/12 [==============================] - 0s 2ms/step - loss: 0.6026
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 1.1446
12/12 [==============================] - 0s 2ms/step - loss: 0.6002
12/12 [==============================] - 0s 2ms/step - loss: 0.6002
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 1.1425
12/12 [==============================] - 0s 2ms/step - loss: 0.5979
12/12 [==============================] - 0s 2ms/step - loss: 0.5979
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 1.1404
12/12 [==============================] - 0s 2ms/step - loss: 0.5957
12/12 [==============================] - 0s 3ms/step - loss: 0.5957
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 1.1386
12/12 [==============================] - 0s 2ms/step - loss: 0.5936
12/12 [==============================] - 0s 2ms/step - loss: 0.5936
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 1.1369
12/12 [==============================] - 0s 2ms/step - loss: 0.5915
12/12 [==============================] - 0s 2ms/step - loss: 0.5915
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 1.1354
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
12/12 [==============================] - 0s 2ms/step - loss: 0.5894
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 1.1340
12/12 [==============================] - 0s 2ms/step - loss: 0.5873
12/12 [==============================] - 0s 2ms/step - loss: 0.5873
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 1.1329
12/12 [==============================] - 0s 2ms/step - loss: 0.5852
12/12 [==============================] - 0s 2ms/step - loss: 0.5852
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 1.1318
12/12 [==============================] - 0s 2ms/step - loss: 0.5830
12/12 [==============================] - 0s 2ms/step - loss: 0.5830
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 1.1303
12/12 [==============================] - 0s 2ms/step - loss: 0.5807
12/12 [==============================] - 0s 2ms/step - loss: 0.5807
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 1.1281
12/12 [==============================] - 0s 2ms/step - loss: 0.5784
12/12 [==============================] - 0s 2ms/step - loss: 0.5784
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 1.1255
12/12 [==============================] - 0s 2ms/step - loss: 0.5760
12/12 [==============================] - 0s 2ms/step - loss: 0.5760
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 1.1229
12/12 [==============================] - 0s 2ms/step - loss: 0.5740
12/12 [==============================] - 0s 2ms/step - loss: 0.5740
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 1.1203
12/12 [==============================] - 0s 2ms/step - loss: 0.5721
12/12 [==============================] - 0s 2ms/step - loss: 0.5721
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 1.1180
12/12 [==============================] - 0s 2ms/step - loss: 0.5703
12/12 [==============================] - 0s 2ms/step - loss: 0.5703
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 1.1157
12/12 [==============================] - 0s 2ms/step - loss: 0.5687
12/12 [==============================] - 0s 2ms/step - loss: 0.5687
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 1.1135
12/12 [==============================] - 0s 2ms/step - loss: 0.5671
12/12 [==============================] - 0s 2ms/step - loss: 0.5671
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 1.1112
12/12 [==============================] - 0s 2ms/step - loss: 0.5657
12/12 [==============================] - 0s 2ms/step - loss: 0.5657
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 1.1090
12/12 [==============================] - 0s 2ms/step - loss: 0.5642
12/12 [==============================] - 0s 2ms/step - loss: 0.5642
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 1.1066
12/12 [==============================] - 0s 2ms/step - loss: 0.5628
12/12 [==============================] - 0s 2ms/step - loss: 0.5628
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 1.1043
12/12 [==============================] - 0s 2ms/step - loss: 0.5614
12/12 [==============================] - 0s 3ms/step - loss: 0.5614
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 1.1020
12/12 [==============================] - 0s 2ms/step - loss: 0.5601
12/12 [==============================] - 0s 2ms/step - loss: 0.5601
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 1.0996
12/12 [==============================] - 0s 2ms/step - loss: 0.5587
12/12 [==============================] - 0s 2ms/step - loss: 0.5587
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 1.0973
12/12 [==============================] - 0s 2ms/step - loss: 0.5573
12/12 [==============================] - 0s 2ms/step - loss: 0.5573
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 1.0949
12/12 [==============================] - 0s 2ms/step - loss: 0.5559
12/12 [==============================] - 0s 3ms/step - loss: 0.5559
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 1.0927
12/12 [==============================] - 0s 2ms/step - loss: 0.5544
12/12 [==============================] - 0s 3ms/step - loss: 0.5544
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 1.0905
12/12 [==============================] - 0s 2ms/step - loss: 0.5529
12/12 [==============================] - 0s 2ms/step - loss: 0.5529
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 1.0887
12/12 [==============================] - 0s 2ms/step - loss: 0.5515
12/12 [==============================] - 0s 2ms/step - loss: 0.5515
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 1.0871
12/12 [==============================] - 0s 2ms/step - loss: 0.5499
12/12 [==============================] - 0s 2ms/step - loss: 0.5499
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 1.0860
12/12 [==============================] - 0s 2ms/step - loss: 0.5482
12/12 [==============================] - 0s 2ms/step - loss: 0.5482
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 1.0839
12/12 [==============================] - 0s 2ms/step - loss: 0.5459
12/12 [==============================] - 0s 2ms/step - loss: 0.5459
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 1.0810
12/12 [==============================] - 0s 2ms/step - loss: 0.5433
12/12 [==============================] - 0s 2ms/step - loss: 0.5433
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 1.0742
12/12 [==============================] - 0s 2ms/step - loss: 0.5403
12/12 [==============================] - 0s 2ms/step - loss: 0.5403
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 1.0731
12/12 [==============================] - 0s 2ms/step - loss: 0.5391
12/12 [==============================] - 0s 2ms/step - loss: 0.5391
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 1.0668
12/12 [==============================] - 0s 2ms/step - loss: 0.5368
12/12 [==============================] - 0s 2ms/step - loss: 0.5368
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 1.0666
12/12 [==============================] - 0s 2ms/step - loss: 0.5359
12/12 [==============================] - 0s 2ms/step - loss: 0.5359
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 1.0604
12/12 [==============================] - 0s 2ms/step - loss: 0.5339
12/12 [==============================] - 0s 2ms/step - loss: 0.5339
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 1.0589
12/12 [==============================] - 0s 2ms/step - loss: 0.5329
12/12 [==============================] - 0s 3ms/step - loss: 0.5329
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 1.0539
12/12 [==============================] - 0s 2ms/step - loss: 0.5311
12/12 [==============================] - 0s 3ms/step - loss: 0.5311
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 1.0514
12/12 [==============================] - 0s 2ms/step - loss: 0.5299
12/12 [==============================] - 0s 3ms/step - loss: 0.5299
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 1.0471
12/12 [==============================] - 0s 2ms/step - loss: 0.5283
12/12 [==============================] - 0s 2ms/step - loss: 0.5283
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 1.0440
12/12 [==============================] - 0s 2ms/step - loss: 0.5271
12/12 [==============================] - 0s 2ms/step - loss: 0.5271
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 1.0403
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
12/12 [==============================] - 0s 2ms/step - loss: 0.5257
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 1.0369
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
12/12 [==============================] - 0s 2ms/step - loss: 0.5245
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 1.0334
12/12 [==============================] - 0s 2ms/step - loss: 0.5233
12/12 [==============================] - 0s 2ms/step - loss: 0.5233
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 1.0299
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
12/12 [==============================] - 0s 2ms/step - loss: 0.5221
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 1.0263
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 1.0227
12/12 [==============================] - 0s 2ms/step - loss: 0.5198
12/12 [==============================] - 0s 2ms/step - loss: 0.5198
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 1.0192
12/12 [==============================] - 0s 2ms/step - loss: 0.5186
12/12 [==============================] - 0s 2ms/step - loss: 0.5186
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 1.0157
12/12 [==============================] - 0s 2ms/step - loss: 0.5175
12/12 [==============================] - 0s 2ms/step - loss: 0.5175
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 1.0122
12/12 [==============================] - 0s 2ms/step - loss: 0.5165
12/12 [==============================] - 0s 2ms/step - loss: 0.5165
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 1.0086
12/12 [==============================] - 0s 2ms/step - loss: 0.5154
12/12 [==============================] - 0s 2ms/step - loss: 0.5154
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 1.0050
12/12 [==============================] - 0s 2ms/step - loss: 0.5143
12/12 [==============================] - 0s 3ms/step - loss: 0.5143
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 1.0013
12/12 [==============================] - 0s 2ms/step - loss: 0.5132
12/12 [==============================] - 0s 2ms/step - loss: 0.5132
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.9977
12/12 [==============================] - 0s 2ms/step - loss: 0.5122
12/12 [==============================] - 0s 3ms/step - loss: 0.5122
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.9940
12/12 [==============================] - 0s 2ms/step - loss: 0.5113
12/12 [==============================] - 0s 2ms/step - loss: 0.5113
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.9904
12/12 [==============================] - 0s 2ms/step - loss: 0.5103
12/12 [==============================] - 0s 2ms/step - loss: 0.5103
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.9866
12/12 [==============================] - 0s 2ms/step - loss: 0.5093
12/12 [==============================] - 0s 2ms/step - loss: 0.5093
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.9827
12/12 [==============================] - 0s 2ms/step - loss: 0.5084
12/12 [==============================] - 0s 2ms/step - loss: 0.5084
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.9788
12/12 [==============================] - 0s 2ms/step - loss: 0.5074
12/12 [==============================] - 0s 2ms/step - loss: 0.5074
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.9747
12/12 [==============================] - 0s 2ms/step - loss: 0.5064
12/12 [==============================] - 0s 3ms/step - loss: 0.5064
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.9706
12/12 [==============================] - 0s 2ms/step - loss: 0.5054
12/12 [==============================] - 0s 2ms/step - loss: 0.5054
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.9665
12/12 [==============================] - 0s 2ms/step - loss: 0.5044
12/12 [==============================] - 0s 2ms/step - loss: 0.5044
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.9624
12/12 [==============================] - 0s 2ms/step - loss: 0.5034
12/12 [==============================] - 0s 2ms/step - loss: 0.5034
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.9584
12/12 [==============================] - 0s 2ms/step - loss: 0.5024
12/12 [==============================] - 0s 2ms/step - loss: 0.5024
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.9545
12/12 [==============================] - 0s 2ms/step - loss: 0.5015
12/12 [==============================] - 0s 3ms/step - loss: 0.5015
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.9507
12/12 [==============================] - 0s 2ms/step - loss: 0.5005
12/12 [==============================] - 0s 2ms/step - loss: 0.5005
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.9466
12/12 [==============================] - 0s 2ms/step - loss: 0.4996
12/12 [==============================] - 0s 2ms/step - loss: 0.4996
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.9425
12/12 [==============================] - 0s 2ms/step - loss: 0.4986
12/12 [==============================] - 0s 2ms/step - loss: 0.4986
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.9388
12/12 [==============================] - 0s 2ms/step - loss: 0.4976
12/12 [==============================] - 0s 2ms/step - loss: 0.4976
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.9354
12/12 [==============================] - 0s 2ms/step - loss: 0.4966
12/12 [==============================] - 0s 3ms/step - loss: 0.4966
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.9324
12/12 [==============================] - 0s 2ms/step - loss: 0.4956
12/12 [==============================] - 0s 2ms/step - loss: 0.4956
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.9311
12/12 [==============================] - 0s 2ms/step - loss: 0.4947
12/12 [==============================] - 0s 2ms/step - loss: 0.4947
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.9309
12/12 [==============================] - 0s 2ms/step - loss: 0.4936
12/12 [==============================] - 0s 3ms/step - loss: 0.4936
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.9315
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
12/12 [==============================] - 0s 2ms/step - loss: 0.4921
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.9292
12/12 [==============================] - 0s 2ms/step - loss: 0.4892
12/12 [==============================] - 0s 2ms/step - loss: 0.4892
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.9193
12/12 [==============================] - 0s 2ms/step - loss: 0.4857
12/12 [==============================] - 0s 2ms/step - loss: 0.4857
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.9062
12/12 [==============================] - 0s 2ms/step - loss: 0.4836
12/12 [==============================] - 0s 2ms/step - loss: 0.4836
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.9015
12/12 [==============================] - 0s 2ms/step - loss: 0.4824
12/12 [==============================] - 0s 2ms/step - loss: 0.4824
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.8969
12/12 [==============================] - 0s 2ms/step - loss: 0.4814
12/12 [==============================] - 0s 2ms/step - loss: 0.4814
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.8923
12/12 [==============================] - 0s 2ms/step - loss: 0.4804
12/12 [==============================] - 0s 3ms/step - loss: 0.4804
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.8882
12/12 [==============================] - 0s 2ms/step - loss: 0.4793
12/12 [==============================] - 0s 3ms/step - loss: 0.4793
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.8842
12/12 [==============================] - 0s 2ms/step - loss: 0.4783
12/12 [==============================] - 0s 2ms/step - loss: 0.4783
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.8802
12/12 [==============================] - 0s 2ms/step - loss: 0.4775
12/12 [==============================] - 0s 2ms/step - loss: 0.4775
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.8762
12/12 [==============================] - 0s 2ms/step - loss: 0.4768
12/12 [==============================] - 0s 2ms/step - loss: 0.4768
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.8724
12/12 [==============================] - 0s 2ms/step - loss: 0.4760
12/12 [==============================] - 0s 2ms/step - loss: 0.4760
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.8686
12/12 [==============================] - 0s 2ms/step - loss: 0.4753
12/12 [==============================] - 0s 3ms/step - loss: 0.4753
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.8649
12/12 [==============================] - 0s 2ms/step - loss: 0.4746
12/12 [==============================] - 0s 2ms/step - loss: 0.4746
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.8613
12/12 [==============================] - 0s 2ms/step - loss: 0.4738
12/12 [==============================] - 0s 3ms/step - loss: 0.4738
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.8580
12/12 [==============================] - 0s 2ms/step - loss: 0.4732
12/12 [==============================] - 0s 2ms/step - loss: 0.4732
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.8546
12/12 [==============================] - 0s 2ms/step - loss: 0.4726
12/12 [==============================] - 0s 2ms/step - loss: 0.4726
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.8513
12/12 [==============================] - 0s 2ms/step - loss: 0.4720
12/12 [==============================] - 0s 2ms/step - loss: 0.4720
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.8482
12/12 [==============================] - 0s 2ms/step - loss: 0.4714
12/12 [==============================] - 0s 2ms/step - loss: 0.4714
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.8453
12/12 [==============================] - 0s 2ms/step - loss: 0.4708
12/12 [==============================] - 0s 2ms/step - loss: 0.4708
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.8425
12/12 [==============================] - 0s 2ms/step - loss: 0.4702
12/12 [==============================] - 0s 3ms/step - loss: 0.4702
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.8399
12/12 [==============================] - 0s 2ms/step - loss: 0.4697
12/12 [==============================] - 0s 2ms/step - loss: 0.4697
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.8374
12/12 [==============================] - 0s 2ms/step - loss: 0.4692
12/12 [==============================] - 0s 2ms/step - loss: 0.4692
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.8349
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.8325
12/12 [==============================] - 0s 2ms/step - loss: 0.4682
12/12 [==============================] - 0s 2ms/step - loss: 0.4682
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.8302
12/12 [==============================] - 0s 2ms/step - loss: 0.4678
12/12 [==============================] - 0s 2ms/step - loss: 0.4678
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.8279
12/12 [==============================] - 0s 2ms/step - loss: 0.4673
12/12 [==============================] - 0s 3ms/step - loss: 0.4673
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.8257
12/12 [==============================] - 0s 2ms/step - loss: 0.4669
12/12 [==============================] - 0s 3ms/step - loss: 0.4669
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.8235
12/12 [==============================] - 0s 2ms/step - loss: 0.4664
12/12 [==============================] - 0s 2ms/step - loss: 0.4664
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.8213
12/12 [==============================] - 0s 2ms/step - loss: 0.4659
12/12 [==============================] - 0s 2ms/step - loss: 0.4659
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.8192
12/12 [==============================] - 0s 2ms/step - loss: 0.4656
12/12 [==============================] - 0s 2ms/step - loss: 0.4656
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.8172
12/12 [==============================] - 0s 2ms/step - loss: 0.4651
12/12 [==============================] - 0s 2ms/step - loss: 0.4651
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.8152
12/12 [==============================] - 0s 2ms/step - loss: 0.4647
12/12 [==============================] - 0s 2ms/step - loss: 0.4647
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.8131
12/12 [==============================] - 0s 2ms/step - loss: 0.4643
12/12 [==============================] - 0s 2ms/step - loss: 0.4643
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.8111
12/12 [==============================] - 0s 2ms/step - loss: 0.4638
12/12 [==============================] - 0s 2ms/step - loss: 0.4638
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.8091
12/12 [==============================] - 0s 2ms/step - loss: 0.4635
12/12 [==============================] - 0s 2ms/step - loss: 0.4635
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.8071
12/12 [==============================] - 0s 2ms/step - loss: 0.4630
12/12 [==============================] - 0s 2ms/step - loss: 0.4630
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.8051
12/12 [==============================] - 0s 3ms/step - loss: 0.4626
12/12 [==============================] - 0s 3ms/step - loss: 0.4626
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.8030
12/12 [==============================] - 0s 2ms/step - loss: 0.4622
12/12 [==============================] - 0s 2ms/step - loss: 0.4622
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.8010
12/12 [==============================] - 0s 2ms/step - loss: 0.4618
12/12 [==============================] - 0s 2ms/step - loss: 0.4618
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.7991
12/12 [==============================] - 0s 2ms/step - loss: 0.4614
12/12 [==============================] - 0s 2ms/step - loss: 0.4614
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.7973
12/12 [==============================] - 0s 2ms/step - loss: 0.4609
12/12 [==============================] - 0s 2ms/step - loss: 0.4609
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.7955
12/12 [==============================] - 0s 2ms/step - loss: 0.4606
12/12 [==============================] - 0s 2ms/step - loss: 0.4606
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.7937
12/12 [==============================] - 0s 2ms/step - loss: 0.4602
12/12 [==============================] - 0s 2ms/step - loss: 0.4602
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.7918
12/12 [==============================] - 0s 2ms/step - loss: 0.4598
12/12 [==============================] - 0s 2ms/step - loss: 0.4598
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.7900
12/12 [==============================] - 0s 2ms/step - loss: 0.4593
12/12 [==============================] - 0s 2ms/step - loss: 0.4593
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.7882
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.7863
12/12 [==============================] - 0s 2ms/step - loss: 0.4585
12/12 [==============================] - 0s 2ms/step - loss: 0.4585
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.7845
12/12 [==============================] - 0s 2ms/step - loss: 0.4581
12/12 [==============================] - 0s 2ms/step - loss: 0.4581
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.7827
12/12 [==============================] - 0s 2ms/step - loss: 0.4577
12/12 [==============================] - 0s 3ms/step - loss: 0.4577
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.7811
12/12 [==============================] - 0s 2ms/step - loss: 0.4573
12/12 [==============================] - 0s 2ms/step - loss: 0.4573
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.7795
12/12 [==============================] - 0s 2ms/step - loss: 0.4569
12/12 [==============================] - 0s 2ms/step - loss: 0.4569
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.7779
12/12 [==============================] - 0s 2ms/step - loss: 0.4565
12/12 [==============================] - 0s 2ms/step - loss: 0.4565
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.7763
12/12 [==============================] - 0s 2ms/step - loss: 0.4561
12/12 [==============================] - 0s 2ms/step - loss: 0.4561
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.7747
12/12 [==============================] - 0s 2ms/step - loss: 0.4557
12/12 [==============================] - 0s 2ms/step - loss: 0.4557
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.7731
12/12 [==============================] - 0s 2ms/step - loss: 0.4553
12/12 [==============================] - 0s 2ms/step - loss: 0.4553
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.7715
12/12 [==============================] - 0s 2ms/step - loss: 0.4548
12/12 [==============================] - 0s 2ms/step - loss: 0.4548
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.7699
12/12 [==============================] - 0s 2ms/step - loss: 0.4543
12/12 [==============================] - 0s 2ms/step - loss: 0.4543
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.7683
12/12 [==============================] - 0s 2ms/step - loss: 0.4539
12/12 [==============================] - 0s 2ms/step - loss: 0.4539
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.7667
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
12/12 [==============================] - 0s 2ms/step - loss: 0.4534
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.7651
12/12 [==============================] - 0s 2ms/step - loss: 0.4529
12/12 [==============================] - 0s 2ms/step - loss: 0.4529
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.7636
12/12 [==============================] - 0s 2ms/step - loss: 0.4523
12/12 [==============================] - 0s 3ms/step - loss: 0.4523
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.7621
12/12 [==============================] - 0s 2ms/step - loss: 0.4517
12/12 [==============================] - 0s 2ms/step - loss: 0.4517
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.7608
12/12 [==============================] - 0s 2ms/step - loss: 0.4512
12/12 [==============================] - 0s 2ms/step - loss: 0.4512
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.7595
12/12 [==============================] - 0s 2ms/step - loss: 0.4507
12/12 [==============================] - 0s 2ms/step - loss: 0.4507
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.7583
12/12 [==============================] - 0s 3ms/step - loss: 0.4501
12/12 [==============================] - 0s 3ms/step - loss: 0.4501
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.7575
12/12 [==============================] - 0s 2ms/step - loss: 0.4497
12/12 [==============================] - 0s 2ms/step - loss: 0.4497
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.7562
12/12 [==============================] - 0s 2ms/step - loss: 0.4491
12/12 [==============================] - 0s 3ms/step - loss: 0.4491
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.7570
12/12 [==============================] - 0s 2ms/step - loss: 0.4488
12/12 [==============================] - 0s 2ms/step - loss: 0.4488
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.7534
12/12 [==============================] - 0s 2ms/step - loss: 0.4477
12/12 [==============================] - 0s 2ms/step - loss: 0.4477
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.7715
12/12 [==============================] - 0s 2ms/step - loss: 0.4502
12/12 [==============================] - 0s 2ms/step - loss: 0.4502
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.7565
12/12 [==============================] - 0s 2ms/step - loss: 0.4493
12/12 [==============================] - 0s 2ms/step - loss: 0.4493
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.7528
12/12 [==============================] - 0s 2ms/step - loss: 0.4475
12/12 [==============================] - 0s 2ms/step - loss: 0.4475
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.7464
12/12 [==============================] - 0s 2ms/step - loss: 0.4458
12/12 [==============================] - 0s 2ms/step - loss: 0.4458
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.7538
12/12 [==============================] - 0s 2ms/step - loss: 0.4454
12/12 [==============================] - 0s 2ms/step - loss: 0.4454
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.7557
12/12 [==============================] - 0s 2ms/step - loss: 0.4442
12/12 [==============================] - 0s 2ms/step - loss: 0.4442
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.7482
12/12 [==============================] - 0s 2ms/step - loss: 0.4392
12/12 [==============================] - 0s 2ms/step - loss: 0.4392
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.7493
12/12 [==============================] - 0s 2ms/step - loss: 0.4388
12/12 [==============================] - 0s 2ms/step - loss: 0.4388
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.7392
12/12 [==============================] - 0s 2ms/step - loss: 0.4367
12/12 [==============================] - 0s 2ms/step - loss: 0.4367
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.7387
12/12 [==============================] - 0s 2ms/step - loss: 0.4364
12/12 [==============================] - 0s 2ms/step - loss: 0.4364
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.7363
12/12 [==============================] - 0s 2ms/step - loss: 0.4360
12/12 [==============================] - 0s 2ms/step - loss: 0.4360
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.7349
12/12 [==============================] - 0s 2ms/step - loss: 0.4356
12/12 [==============================] - 0s 2ms/step - loss: 0.4356
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.7335
12/12 [==============================] - 0s 2ms/step - loss: 0.4353
12/12 [==============================] - 0s 2ms/step - loss: 0.4353
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.7321
12/12 [==============================] - 0s 2ms/step - loss: 0.4351
12/12 [==============================] - 0s 2ms/step - loss: 0.4351
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.7307
12/12 [==============================] - 0s 2ms/step - loss: 0.4348
12/12 [==============================] - 0s 2ms/step - loss: 0.4348
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.7293
12/12 [==============================] - 0s 2ms/step - loss: 0.4345
12/12 [==============================] - 0s 2ms/step - loss: 0.4345
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.7278
12/12 [==============================] - 0s 2ms/step - loss: 0.4342
12/12 [==============================] - 0s 2ms/step - loss: 0.4342
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.7264
12/12 [==============================] - 0s 2ms/step - loss: 0.4339
12/12 [==============================] - 0s 2ms/step - loss: 0.4339
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.7250
12/12 [==============================] - 0s 2ms/step - loss: 0.4336
12/12 [==============================] - 0s 2ms/step - loss: 0.4336
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.7237
12/12 [==============================] - 0s 2ms/step - loss: 0.4334
12/12 [==============================] - 0s 2ms/step - loss: 0.4334
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.7223
12/12 [==============================] - 0s 2ms/step - loss: 0.4331
12/12 [==============================] - 0s 2ms/step - loss: 0.4331
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.7209
12/12 [==============================] - 0s 2ms/step - loss: 0.4329
12/12 [==============================] - 0s 2ms/step - loss: 0.4329
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.7196
12/12 [==============================] - 0s 2ms/step - loss: 0.4326
12/12 [==============================] - 0s 2ms/step - loss: 0.4326
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.7183
12/12 [==============================] - 0s 2ms/step - loss: 0.4324
12/12 [==============================] - 0s 2ms/step - loss: 0.4324
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.7169
12/12 [==============================] - 0s 2ms/step - loss: 0.4321
12/12 [==============================] - 0s 2ms/step - loss: 0.4321
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.7156
12/12 [==============================] - 0s 2ms/step - loss: 0.4319
12/12 [==============================] - 0s 2ms/step - loss: 0.4319
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.7142
12/12 [==============================] - 0s 2ms/step - loss: 0.4317
12/12 [==============================] - 0s 2ms/step - loss: 0.4317
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.7129
12/12 [==============================] - 0s 2ms/step - loss: 0.4315
12/12 [==============================] - 0s 2ms/step - loss: 0.4315
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.7116
12/12 [==============================] - 0s 2ms/step - loss: 0.4312
12/12 [==============================] - 0s 2ms/step - loss: 0.4312
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.7102
12/12 [==============================] - 0s 2ms/step - loss: 0.4310
12/12 [==============================] - 0s 2ms/step - loss: 0.4310
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.7089
12/12 [==============================] - 0s 2ms/step - loss: 0.4308
12/12 [==============================] - 0s 2ms/step - loss: 0.4308
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.7075
12/12 [==============================] - 0s 2ms/step - loss: 0.4306
12/12 [==============================] - 0s 2ms/step - loss: 0.4306
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.7061
12/12 [==============================] - 0s 2ms/step - loss: 0.4304
12/12 [==============================] - 0s 2ms/step - loss: 0.4304
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.7048
12/12 [==============================] - 0s 2ms/step - loss: 0.4302
12/12 [==============================] - 0s 2ms/step - loss: 0.4302
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.7034
12/12 [==============================] - 0s 2ms/step - loss: 0.4299
12/12 [==============================] - 0s 2ms/step - loss: 0.4299
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.7021
12/12 [==============================] - 0s 2ms/step - loss: 0.4298
12/12 [==============================] - 0s 2ms/step - loss: 0.4298
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.7006
12/12 [==============================] - 0s 2ms/step - loss: 0.4295
12/12 [==============================] - 0s 2ms/step - loss: 0.4295
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.6994
12/12 [==============================] - 0s 2ms/step - loss: 0.4294
12/12 [==============================] - 0s 2ms/step - loss: 0.4294
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.6979
12/12 [==============================] - 0s 2ms/step - loss: 0.4292
12/12 [==============================] - 0s 2ms/step - loss: 0.4292
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.6970
12/12 [==============================] - 0s 2ms/step - loss: 0.4291
12/12 [==============================] - 0s 2ms/step - loss: 0.4291
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.6954
12/12 [==============================] - 0s 2ms/step - loss: 0.4288
12/12 [==============================] - 0s 2ms/step - loss: 0.4288
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.6944
12/12 [==============================] - 0s 2ms/step - loss: 0.4287
12/12 [==============================] - 0s 2ms/step - loss: 0.4287
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.6933
12/12 [==============================] - 0s 2ms/step - loss: 0.4285
12/12 [==============================] - 0s 2ms/step - loss: 0.4285
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.6921
12/12 [==============================] - 0s 2ms/step - loss: 0.4284
12/12 [==============================] - 0s 2ms/step - loss: 0.4284
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.6909
12/12 [==============================] - 0s 2ms/step - loss: 0.4282
12/12 [==============================] - 0s 2ms/step - loss: 0.4282
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.6898
12/12 [==============================] - 0s 2ms/step - loss: 0.4280
12/12 [==============================] - 0s 2ms/step - loss: 0.4280
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.6886
12/12 [==============================] - 0s 2ms/step - loss: 0.4278
12/12 [==============================] - 0s 2ms/step - loss: 0.4278
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.6875
12/12 [==============================] - 0s 2ms/step - loss: 0.4276
12/12 [==============================] - 0s 2ms/step - loss: 0.4276
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.6864
12/12 [==============================] - 0s 2ms/step - loss: 0.4274
12/12 [==============================] - 0s 2ms/step - loss: 0.4274
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.6853
12/12 [==============================] - 0s 2ms/step - loss: 0.4273
12/12 [==============================] - 0s 2ms/step - loss: 0.4273
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.6841
12/12 [==============================] - 0s 2ms/step - loss: 0.4271
12/12 [==============================] - 0s 2ms/step - loss: 0.4271
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.6830
12/12 [==============================] - 0s 2ms/step - loss: 0.4270
12/12 [==============================] - 0s 2ms/step - loss: 0.4270
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.6819
12/12 [==============================] - 0s 2ms/step - loss: 0.4268
12/12 [==============================] - 0s 2ms/step - loss: 0.4268
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.6807
12/12 [==============================] - 0s 2ms/step - loss: 0.4266
12/12 [==============================] - 0s 2ms/step - loss: 0.4266
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.6797
12/12 [==============================] - 0s 2ms/step - loss: 0.4265
12/12 [==============================] - 0s 2ms/step - loss: 0.4265
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.6787
12/12 [==============================] - 0s 2ms/step - loss: 0.4264
12/12 [==============================] - 0s 2ms/step - loss: 0.4264
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.6778
12/12 [==============================] - 0s 2ms/step - loss: 0.4262
12/12 [==============================] - 0s 2ms/step - loss: 0.4262
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.6768
12/12 [==============================] - 0s 2ms/step - loss: 0.4261
12/12 [==============================] - 0s 2ms/step - loss: 0.4261
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.6759
12/12 [==============================] - 0s 2ms/step - loss: 0.4260
12/12 [==============================] - 0s 2ms/step - loss: 0.4260
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.6750
12/12 [==============================] - 0s 2ms/step - loss: 0.4258
12/12 [==============================] - 0s 2ms/step - loss: 0.4258
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.6739
12/12 [==============================] - 0s 2ms/step - loss: 0.4257
12/12 [==============================] - 0s 2ms/step - loss: 0.4257
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.6731
12/12 [==============================] - 0s 2ms/step - loss: 0.4256
12/12 [==============================] - 0s 2ms/step - loss: 0.4256
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.6721
12/12 [==============================] - 0s 2ms/step - loss: 0.4254
12/12 [==============================] - 0s 2ms/step - loss: 0.4254
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.6714
12/12 [==============================] - 0s 2ms/step - loss: 0.4253
12/12 [==============================] - 0s 2ms/step - loss: 0.4253
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.6702
12/12 [==============================] - 0s 2ms/step - loss: 0.4251
12/12 [==============================] - 0s 2ms/step - loss: 0.4251
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.6696
12/12 [==============================] - 0s 2ms/step - loss: 0.4250
12/12 [==============================] - 0s 2ms/step - loss: 0.4250
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.6685
12/12 [==============================] - 0s 2ms/step - loss: 0.4249
12/12 [==============================] - 0s 2ms/step - loss: 0.4249
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.6676
12/12 [==============================] - 0s 2ms/step - loss: 0.4248
12/12 [==============================] - 0s 2ms/step - loss: 0.4248
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.6667
12/12 [==============================] - 0s 2ms/step - loss: 0.4247
12/12 [==============================] - 0s 2ms/step - loss: 0.4247
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 1.0249
12/12 [==============================] - 0s 2ms/step - loss: 0.8273
12/12 [==============================] - 0s 2ms/step - loss: 0.8273
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 1.0134
12/12 [==============================] - 0s 2ms/step - loss: 0.7823
12/12 [==============================] - 0s 2ms/step - loss: 0.7823
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.9977
12/12 [==============================] - 0s 2ms/step - loss: 0.7165
12/12 [==============================] - 0s 2ms/step - loss: 0.7165
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.9689
12/12 [==============================] - 0s 2ms/step - loss: 0.6299
12/12 [==============================] - 0s 2ms/step - loss: 0.6299
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.9264
12/12 [==============================] - 0s 2ms/step - loss: 0.5514
12/12 [==============================] - 0s 2ms/step - loss: 0.5514
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.8800
12/12 [==============================] - 0s 2ms/step - loss: 0.4886
12/12 [==============================] - 0s 2ms/step - loss: 0.4886
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.8373
12/12 [==============================] - 0s 2ms/step - loss: 0.4383
12/12 [==============================] - 0s 2ms/step - loss: 0.4383
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.8005
12/12 [==============================] - 0s 2ms/step - loss: 0.4043
12/12 [==============================] - 0s 2ms/step - loss: 0.4043
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.7695
12/12 [==============================] - 0s 2ms/step - loss: 0.3829
12/12 [==============================] - 0s 2ms/step - loss: 0.3829
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.7441
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.7225
12/12 [==============================] - 0s 2ms/step - loss: 0.3543
12/12 [==============================] - 0s 2ms/step - loss: 0.3543
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.7032
12/12 [==============================] - 0s 2ms/step - loss: 0.3440
12/12 [==============================] - 0s 2ms/step - loss: 0.3440
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.6859
12/12 [==============================] - 0s 2ms/step - loss: 0.3356
12/12 [==============================] - 0s 2ms/step - loss: 0.3356
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.6704
12/12 [==============================] - 0s 2ms/step - loss: 0.3293
12/12 [==============================] - 0s 2ms/step - loss: 0.3293
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.6566
12/12 [==============================] - 0s 2ms/step - loss: 0.3246
12/12 [==============================] - 0s 2ms/step - loss: 0.3246
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.6445
12/12 [==============================] - 0s 2ms/step - loss: 0.3210
12/12 [==============================] - 0s 2ms/step - loss: 0.3210
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.6334
12/12 [==============================] - 0s 2ms/step - loss: 0.3182
12/12 [==============================] - 0s 2ms/step - loss: 0.3182
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.6233
12/12 [==============================] - 0s 2ms/step - loss: 0.3161
12/12 [==============================] - 0s 2ms/step - loss: 0.3161
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.6145
12/12 [==============================] - 0s 2ms/step - loss: 0.3144
12/12 [==============================] - 0s 2ms/step - loss: 0.3144
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.6061
12/12 [==============================] - 0s 2ms/step - loss: 0.3129
12/12 [==============================] - 0s 2ms/step - loss: 0.3129
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.5984
12/12 [==============================] - 0s 2ms/step - loss: 0.3115
12/12 [==============================] - 0s 2ms/step - loss: 0.3115
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.5918
12/12 [==============================] - 0s 2ms/step - loss: 0.3103
12/12 [==============================] - 0s 2ms/step - loss: 0.3103
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.5858
12/12 [==============================] - 0s 2ms/step - loss: 0.3092
12/12 [==============================] - 0s 2ms/step - loss: 0.3092
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.5800
12/12 [==============================] - 0s 2ms/step - loss: 0.3082
12/12 [==============================] - 0s 3ms/step - loss: 0.3082
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.5743
12/12 [==============================] - 0s 2ms/step - loss: 0.3073
12/12 [==============================] - 0s 2ms/step - loss: 0.3073
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.5692
12/12 [==============================] - 0s 2ms/step - loss: 0.3064
12/12 [==============================] - 0s 2ms/step - loss: 0.3064
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.5644
12/12 [==============================] - 0s 2ms/step - loss: 0.3055
12/12 [==============================] - 0s 2ms/step - loss: 0.3055
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.5597
12/12 [==============================] - 0s 2ms/step - loss: 0.3048
12/12 [==============================] - 0s 2ms/step - loss: 0.3048
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.5552
12/12 [==============================] - 0s 2ms/step - loss: 0.3041
12/12 [==============================] - 0s 2ms/step - loss: 0.3041
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.5512
12/12 [==============================] - 0s 2ms/step - loss: 0.3033
12/12 [==============================] - 0s 2ms/step - loss: 0.3033
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.5469
12/12 [==============================] - 0s 2ms/step - loss: 0.3027
12/12 [==============================] - 0s 2ms/step - loss: 0.3027
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.5427
12/12 [==============================] - 0s 2ms/step - loss: 0.3020
12/12 [==============================] - 0s 2ms/step - loss: 0.3020
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.5387
12/12 [==============================] - 0s 2ms/step - loss: 0.3014
12/12 [==============================] - 0s 2ms/step - loss: 0.3014
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.5348
12/12 [==============================] - 0s 2ms/step - loss: 0.3008
12/12 [==============================] - 0s 2ms/step - loss: 0.3008
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.5310
12/12 [==============================] - 0s 2ms/step - loss: 0.3002
12/12 [==============================] - 0s 2ms/step - loss: 0.3002
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.5272
12/12 [==============================] - 0s 2ms/step - loss: 0.2996
12/12 [==============================] - 0s 2ms/step - loss: 0.2996
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.5235
12/12 [==============================] - 0s 2ms/step - loss: 0.2991
12/12 [==============================] - 0s 2ms/step - loss: 0.2991
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.5201
12/12 [==============================] - 0s 2ms/step - loss: 0.2985
12/12 [==============================] - 0s 2ms/step - loss: 0.2985
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.5167
12/12 [==============================] - 0s 2ms/step - loss: 0.2980
12/12 [==============================] - 0s 2ms/step - loss: 0.2980
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.5132
12/12 [==============================] - 0s 2ms/step - loss: 0.2975
12/12 [==============================] - 0s 2ms/step - loss: 0.2975
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.5098
12/12 [==============================] - 0s 2ms/step - loss: 0.2971
12/12 [==============================] - 0s 2ms/step - loss: 0.2971
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.5066
12/12 [==============================] - 0s 2ms/step - loss: 0.2966
12/12 [==============================] - 0s 2ms/step - loss: 0.2966
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.5035
12/12 [==============================] - 0s 2ms/step - loss: 0.2961
12/12 [==============================] - 0s 2ms/step - loss: 0.2961
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.5004
12/12 [==============================] - 0s 2ms/step - loss: 0.2957
12/12 [==============================] - 0s 2ms/step - loss: 0.2957
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.4974
12/12 [==============================] - 0s 2ms/step - loss: 0.2953
12/12 [==============================] - 0s 2ms/step - loss: 0.2953
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.4948
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
12/12 [==============================] - 0s 2ms/step - loss: 0.2949
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.4921
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
12/12 [==============================] - 0s 2ms/step - loss: 0.2946
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.4896
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
12/12 [==============================] - 0s 2ms/step - loss: 0.2942
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.4873
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
12/12 [==============================] - 0s 2ms/step - loss: 0.2939
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.4852
12/12 [==============================] - 0s 2ms/step - loss: 0.2936
12/12 [==============================] - 0s 2ms/step - loss: 0.2936
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.4831
12/12 [==============================] - 0s 2ms/step - loss: 0.2933
12/12 [==============================] - 0s 2ms/step - loss: 0.2933
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.4808
12/12 [==============================] - 0s 2ms/step - loss: 0.2931
12/12 [==============================] - 0s 2ms/step - loss: 0.2931
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.4788
12/12 [==============================] - 0s 2ms/step - loss: 0.2928
12/12 [==============================] - 0s 2ms/step - loss: 0.2928
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.4768
12/12 [==============================] - 0s 2ms/step - loss: 0.2925
12/12 [==============================] - 0s 2ms/step - loss: 0.2925
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.4746
12/12 [==============================] - 0s 2ms/step - loss: 0.2923
12/12 [==============================] - 0s 2ms/step - loss: 0.2923
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.4726
12/12 [==============================] - 0s 2ms/step - loss: 0.2920
12/12 [==============================] - 0s 2ms/step - loss: 0.2920
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.4707
12/12 [==============================] - 0s 2ms/step - loss: 0.2917
12/12 [==============================] - 0s 2ms/step - loss: 0.2917
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.4686
12/12 [==============================] - 0s 2ms/step - loss: 0.2915
12/12 [==============================] - 0s 2ms/step - loss: 0.2915
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.4666
12/12 [==============================] - 0s 2ms/step - loss: 0.2913
12/12 [==============================] - 0s 2ms/step - loss: 0.2913
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.4648
12/12 [==============================] - 0s 2ms/step - loss: 0.2910
12/12 [==============================] - 0s 2ms/step - loss: 0.2910
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.4627
12/12 [==============================] - 0s 2ms/step - loss: 0.2908
12/12 [==============================] - 0s 2ms/step - loss: 0.2908
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.4608
12/12 [==============================] - 0s 2ms/step - loss: 0.2905
12/12 [==============================] - 0s 2ms/step - loss: 0.2905
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.4590
12/12 [==============================] - 0s 2ms/step - loss: 0.2903
12/12 [==============================] - 0s 2ms/step - loss: 0.2903
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.4569
12/12 [==============================] - 0s 2ms/step - loss: 0.2901
12/12 [==============================] - 0s 2ms/step - loss: 0.2901
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.4552
12/12 [==============================] - 0s 2ms/step - loss: 0.2898
12/12 [==============================] - 0s 2ms/step - loss: 0.2898
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.4535
12/12 [==============================] - 0s 2ms/step - loss: 0.2896
12/12 [==============================] - 0s 2ms/step - loss: 0.2896
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.4517
12/12 [==============================] - 0s 2ms/step - loss: 0.2895
12/12 [==============================] - 0s 2ms/step - loss: 0.2895
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.4502
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
12/12 [==============================] - 0s 2ms/step - loss: 0.2892
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.4488
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
12/12 [==============================] - 0s 2ms/step - loss: 0.2890
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.4470
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
12/12 [==============================] - 0s 2ms/step - loss: 0.2889
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.4456
12/12 [==============================] - 0s 2ms/step - loss: 0.2886
12/12 [==============================] - 0s 2ms/step - loss: 0.2886
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.4443
12/12 [==============================] - 0s 2ms/step - loss: 0.2885
12/12 [==============================] - 0s 2ms/step - loss: 0.2885
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.4427
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
12/12 [==============================] - 0s 2ms/step - loss: 0.2884
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.4415
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
12/12 [==============================] - 0s 2ms/step - loss: 0.2882
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.4404
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
12/12 [==============================] - 0s 2ms/step - loss: 0.2880
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.4389
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
12/12 [==============================] - 0s 2ms/step - loss: 0.2879
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.4377
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
12/12 [==============================] - 0s 2ms/step - loss: 0.2877
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.4366
12/12 [==============================] - 0s 2ms/step - loss: 0.2875
12/12 [==============================] - 0s 2ms/step - loss: 0.2875
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.4351
12/12 [==============================] - 0s 2ms/step - loss: 0.2875
12/12 [==============================] - 0s 2ms/step - loss: 0.2875
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.4340
12/12 [==============================] - 0s 2ms/step - loss: 0.2873
12/12 [==============================] - 0s 2ms/step - loss: 0.2873
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.4328
12/12 [==============================] - 0s 2ms/step - loss: 0.2871
12/12 [==============================] - 0s 2ms/step - loss: 0.2871
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.4314
12/12 [==============================] - 0s 2ms/step - loss: 0.2870
12/12 [==============================] - 0s 2ms/step - loss: 0.2870
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.4303
12/12 [==============================] - 0s 2ms/step - loss: 0.2868
12/12 [==============================] - 0s 2ms/step - loss: 0.2868
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.4292
12/12 [==============================] - 0s 2ms/step - loss: 0.2867
12/12 [==============================] - 0s 2ms/step - loss: 0.2867
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.4281
12/12 [==============================] - 0s 2ms/step - loss: 0.2866
12/12 [==============================] - 0s 2ms/step - loss: 0.2866
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.4272
12/12 [==============================] - 0s 2ms/step - loss: 0.2865
12/12 [==============================] - 0s 2ms/step - loss: 0.2865
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.4262
12/12 [==============================] - 0s 2ms/step - loss: 0.2864
12/12 [==============================] - 0s 2ms/step - loss: 0.2864
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.4252
12/12 [==============================] - 0s 2ms/step - loss: 0.2863
12/12 [==============================] - 0s 2ms/step - loss: 0.2863
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.4242
12/12 [==============================] - 0s 2ms/step - loss: 0.2861
12/12 [==============================] - 0s 2ms/step - loss: 0.2861
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.4232
12/12 [==============================] - 0s 2ms/step - loss: 0.2860
12/12 [==============================] - 0s 2ms/step - loss: 0.2860
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.4224
12/12 [==============================] - 0s 2ms/step - loss: 0.2859
12/12 [==============================] - 0s 2ms/step - loss: 0.2859
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.4213
12/12 [==============================] - 0s 2ms/step - loss: 0.2858
12/12 [==============================] - 0s 2ms/step - loss: 0.2858
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.4202
12/12 [==============================] - 0s 2ms/step - loss: 0.2857
12/12 [==============================] - 0s 2ms/step - loss: 0.2857
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.4194
12/12 [==============================] - 0s 2ms/step - loss: 0.2855
12/12 [==============================] - 0s 2ms/step - loss: 0.2855
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.4184
12/12 [==============================] - 0s 2ms/step - loss: 0.2855
12/12 [==============================] - 0s 2ms/step - loss: 0.2855
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.4176
12/12 [==============================] - 0s 2ms/step - loss: 0.2853
12/12 [==============================] - 0s 2ms/step - loss: 0.2853
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.4166
12/12 [==============================] - 0s 2ms/step - loss: 0.2852
12/12 [==============================] - 0s 2ms/step - loss: 0.2852
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.4155
12/12 [==============================] - 0s 2ms/step - loss: 0.2852
12/12 [==============================] - 0s 2ms/step - loss: 0.2852
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.4146
12/12 [==============================] - 0s 2ms/step - loss: 0.2850
12/12 [==============================] - 0s 2ms/step - loss: 0.2850
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.4138
12/12 [==============================] - 0s 2ms/step - loss: 0.2849
12/12 [==============================] - 0s 2ms/step - loss: 0.2849
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.4127
12/12 [==============================] - 0s 2ms/step - loss: 0.2849
12/12 [==============================] - 0s 2ms/step - loss: 0.2849
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.4117
12/12 [==============================] - 0s 2ms/step - loss: 0.2847
12/12 [==============================] - 0s 2ms/step - loss: 0.2847
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.4109
12/12 [==============================] - 0s 2ms/step - loss: 0.2846
12/12 [==============================] - 0s 2ms/step - loss: 0.2846
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.4099
12/12 [==============================] - 0s 2ms/step - loss: 0.2845
12/12 [==============================] - 0s 2ms/step - loss: 0.2845
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.4091
12/12 [==============================] - 0s 2ms/step - loss: 0.2844
12/12 [==============================] - 0s 2ms/step - loss: 0.2844
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.4082
12/12 [==============================] - 0s 2ms/step - loss: 0.2843
12/12 [==============================] - 0s 2ms/step - loss: 0.2843
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.4072
12/12 [==============================] - 0s 2ms/step - loss: 0.2842
12/12 [==============================] - 0s 2ms/step - loss: 0.2842
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.4063
12/12 [==============================] - 0s 2ms/step - loss: 0.2841
12/12 [==============================] - 0s 2ms/step - loss: 0.2841
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.4055
12/12 [==============================] - 0s 2ms/step - loss: 0.2840
12/12 [==============================] - 0s 2ms/step - loss: 0.2840
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.4046
12/12 [==============================] - 0s 2ms/step - loss: 0.2839
12/12 [==============================] - 0s 2ms/step - loss: 0.2839
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.4036
12/12 [==============================] - 0s 2ms/step - loss: 0.2838
12/12 [==============================] - 0s 2ms/step - loss: 0.2838
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.4026
12/12 [==============================] - 0s 2ms/step - loss: 0.2837
12/12 [==============================] - 0s 2ms/step - loss: 0.2837
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.4017
12/12 [==============================] - 0s 2ms/step - loss: 0.2836
12/12 [==============================] - 0s 2ms/step - loss: 0.2836
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.4008
12/12 [==============================] - 0s 2ms/step - loss: 0.2835
12/12 [==============================] - 0s 2ms/step - loss: 0.2835
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.4000
12/12 [==============================] - 0s 2ms/step - loss: 0.2834
12/12 [==============================] - 0s 2ms/step - loss: 0.2834
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.3991
12/12 [==============================] - 0s 2ms/step - loss: 0.2833
12/12 [==============================] - 0s 2ms/step - loss: 0.2833
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.3981
12/12 [==============================] - 0s 2ms/step - loss: 0.2832
12/12 [==============================] - 0s 2ms/step - loss: 0.2832
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.3973
12/12 [==============================] - 0s 2ms/step - loss: 0.2831
12/12 [==============================] - 0s 2ms/step - loss: 0.2831
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.3965
12/12 [==============================] - 0s 2ms/step - loss: 0.2830
12/12 [==============================] - 0s 2ms/step - loss: 0.2830
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.3956
12/12 [==============================] - 0s 2ms/step - loss: 0.2829
12/12 [==============================] - 0s 2ms/step - loss: 0.2829
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.3947
12/12 [==============================] - 0s 2ms/step - loss: 0.2828
12/12 [==============================] - 0s 2ms/step - loss: 0.2828
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.3938
12/12 [==============================] - 0s 2ms/step - loss: 0.2827
12/12 [==============================] - 0s 2ms/step - loss: 0.2827
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.3930
12/12 [==============================] - 0s 2ms/step - loss: 0.2826
12/12 [==============================] - 0s 2ms/step - loss: 0.2826
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.3921
12/12 [==============================] - 0s 2ms/step - loss: 0.2825
12/12 [==============================] - 0s 2ms/step - loss: 0.2825
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.3911
12/12 [==============================] - 0s 2ms/step - loss: 0.2825
12/12 [==============================] - 0s 2ms/step - loss: 0.2825
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.3903
12/12 [==============================] - 0s 2ms/step - loss: 0.2823
12/12 [==============================] - 0s 2ms/step - loss: 0.2823
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.3896
12/12 [==============================] - 0s 2ms/step - loss: 0.2822
12/12 [==============================] - 0s 2ms/step - loss: 0.2822
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.3887
12/12 [==============================] - 0s 2ms/step - loss: 0.2822
12/12 [==============================] - 0s 2ms/step - loss: 0.2822
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.3877
12/12 [==============================] - 0s 2ms/step - loss: 0.2821
12/12 [==============================] - 0s 2ms/step - loss: 0.2821
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.3869
12/12 [==============================] - 0s 2ms/step - loss: 0.2820
12/12 [==============================] - 0s 2ms/step - loss: 0.2820
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.3861
12/12 [==============================] - 0s 2ms/step - loss: 0.2819
12/12 [==============================] - 0s 2ms/step - loss: 0.2819
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.3852
12/12 [==============================] - 0s 2ms/step - loss: 0.2818
12/12 [==============================] - 0s 2ms/step - loss: 0.2818
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.3844
12/12 [==============================] - 0s 2ms/step - loss: 0.2817
12/12 [==============================] - 0s 2ms/step - loss: 0.2817
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.3837
12/12 [==============================] - 0s 2ms/step - loss: 0.2816
12/12 [==============================] - 0s 2ms/step - loss: 0.2816
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.3826
12/12 [==============================] - 0s 2ms/step - loss: 0.2816
12/12 [==============================] - 0s 2ms/step - loss: 0.2816
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.3819
12/12 [==============================] - 0s 2ms/step - loss: 0.2814
12/12 [==============================] - 0s 2ms/step - loss: 0.2814
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.3811
12/12 [==============================] - 0s 2ms/step - loss: 0.2814
12/12 [==============================] - 0s 2ms/step - loss: 0.2814
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.3802
12/12 [==============================] - 0s 2ms/step - loss: 0.2813
12/12 [==============================] - 0s 2ms/step - loss: 0.2813
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.3794
12/12 [==============================] - 0s 2ms/step - loss: 0.2812
12/12 [==============================] - 0s 2ms/step - loss: 0.2812
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.3785
12/12 [==============================] - 0s 2ms/step - loss: 0.2811
12/12 [==============================] - 0s 2ms/step - loss: 0.2811
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.3777
12/12 [==============================] - 0s 2ms/step - loss: 0.2810
12/12 [==============================] - 0s 2ms/step - loss: 0.2810
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.3769
12/12 [==============================] - 0s 2ms/step - loss: 0.2809
12/12 [==============================] - 0s 2ms/step - loss: 0.2809
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.3759
12/12 [==============================] - 0s 2ms/step - loss: 0.2809
12/12 [==============================] - 0s 2ms/step - loss: 0.2809
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.3753
12/12 [==============================] - 0s 2ms/step - loss: 0.2807
12/12 [==============================] - 0s 2ms/step - loss: 0.2807
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.3745
12/12 [==============================] - 0s 2ms/step - loss: 0.2807
12/12 [==============================] - 0s 2ms/step - loss: 0.2807
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.3736
12/12 [==============================] - 0s 2ms/step - loss: 0.2806
12/12 [==============================] - 0s 2ms/step - loss: 0.2806
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.3729
12/12 [==============================] - 0s 2ms/step - loss: 0.2805
12/12 [==============================] - 0s 2ms/step - loss: 0.2805
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.3720
12/12 [==============================] - 0s 2ms/step - loss: 0.2805
12/12 [==============================] - 0s 2ms/step - loss: 0.2805
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.3712
12/12 [==============================] - 0s 2ms/step - loss: 0.2803
12/12 [==============================] - 0s 2ms/step - loss: 0.2803
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.3704
12/12 [==============================] - 0s 2ms/step - loss: 0.2803
12/12 [==============================] - 0s 2ms/step - loss: 0.2803
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.3695
12/12 [==============================] - 0s 2ms/step - loss: 0.2802
12/12 [==============================] - 0s 2ms/step - loss: 0.2802
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.3687
12/12 [==============================] - 0s 2ms/step - loss: 0.2801
12/12 [==============================] - 0s 2ms/step - loss: 0.2801
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.3679
12/12 [==============================] - 0s 2ms/step - loss: 0.2800
12/12 [==============================] - 0s 2ms/step - loss: 0.2800
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.3671
12/12 [==============================] - 0s 2ms/step - loss: 0.2800
12/12 [==============================] - 0s 2ms/step - loss: 0.2800
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.3664
12/12 [==============================] - 0s 2ms/step - loss: 0.2799
12/12 [==============================] - 0s 2ms/step - loss: 0.2799
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.3656
12/12 [==============================] - 0s 2ms/step - loss: 0.2798
12/12 [==============================] - 0s 2ms/step - loss: 0.2798
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.3648
12/12 [==============================] - 0s 2ms/step - loss: 0.2797
12/12 [==============================] - 0s 2ms/step - loss: 0.2797
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.3639
12/12 [==============================] - 0s 2ms/step - loss: 0.2796
12/12 [==============================] - 0s 2ms/step - loss: 0.2796
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.3631
12/12 [==============================] - 0s 2ms/step - loss: 0.2796
12/12 [==============================] - 0s 2ms/step - loss: 0.2796
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.3623
12/12 [==============================] - 0s 2ms/step - loss: 0.2795
12/12 [==============================] - 0s 2ms/step - loss: 0.2795
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.3616
12/12 [==============================] - 0s 2ms/step - loss: 0.2794
12/12 [==============================] - 0s 2ms/step - loss: 0.2794
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.3609
12/12 [==============================] - 0s 2ms/step - loss: 0.2793
12/12 [==============================] - 0s 2ms/step - loss: 0.2793
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.3599
12/12 [==============================] - 0s 2ms/step - loss: 0.2793
12/12 [==============================] - 0s 2ms/step - loss: 0.2793
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.3591
12/12 [==============================] - 0s 2ms/step - loss: 0.2792
12/12 [==============================] - 0s 2ms/step - loss: 0.2792
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.3584
12/12 [==============================] - 0s 2ms/step - loss: 0.2791
12/12 [==============================] - 0s 2ms/step - loss: 0.2791
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.3576
12/12 [==============================] - 0s 2ms/step - loss: 0.2790
12/12 [==============================] - 0s 2ms/step - loss: 0.2790
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.3569
12/12 [==============================] - 0s 2ms/step - loss: 0.2789
12/12 [==============================] - 0s 2ms/step - loss: 0.2789
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.3560
12/12 [==============================] - 0s 2ms/step - loss: 0.2789
12/12 [==============================] - 0s 2ms/step - loss: 0.2789
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.3552
12/12 [==============================] - 0s 2ms/step - loss: 0.2788
12/12 [==============================] - 0s 2ms/step - loss: 0.2788
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.3545
12/12 [==============================] - 0s 2ms/step - loss: 0.2787
12/12 [==============================] - 0s 2ms/step - loss: 0.2787
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.3537
12/12 [==============================] - 0s 2ms/step - loss: 0.2786
12/12 [==============================] - 0s 2ms/step - loss: 0.2786
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.3530
12/12 [==============================] - 0s 2ms/step - loss: 0.2785
12/12 [==============================] - 0s 2ms/step - loss: 0.2785
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.3521
12/12 [==============================] - 0s 2ms/step - loss: 0.2785
12/12 [==============================] - 0s 2ms/step - loss: 0.2785
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.2784
12/12 [==============================] - 0s 2ms/step - loss: 0.2784
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.3506
12/12 [==============================] - 0s 2ms/step - loss: 0.2783
12/12 [==============================] - 0s 2ms/step - loss: 0.2783
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.3498
12/12 [==============================] - 0s 2ms/step - loss: 0.2783
12/12 [==============================] - 0s 2ms/step - loss: 0.2783
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.3490
12/12 [==============================] - 0s 2ms/step - loss: 0.2782
12/12 [==============================] - 0s 2ms/step - loss: 0.2782
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.3482
12/12 [==============================] - 0s 2ms/step - loss: 0.2781
12/12 [==============================] - 0s 2ms/step - loss: 0.2781
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.3475
12/12 [==============================] - 0s 2ms/step - loss: 0.2780
12/12 [==============================] - 0s 2ms/step - loss: 0.2780
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.3468
12/12 [==============================] - 0s 2ms/step - loss: 0.2780
12/12 [==============================] - 0s 2ms/step - loss: 0.2780
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.3460
12/12 [==============================] - 0s 2ms/step - loss: 0.2779
12/12 [==============================] - 0s 2ms/step - loss: 0.2779
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.3452
12/12 [==============================] - 0s 2ms/step - loss: 0.2778
12/12 [==============================] - 0s 2ms/step - loss: 0.2778
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.3442
12/12 [==============================] - 0s 2ms/step - loss: 0.2778
12/12 [==============================] - 0s 2ms/step - loss: 0.2778
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.3436
12/12 [==============================] - 0s 2ms/step - loss: 0.2776
12/12 [==============================] - 0s 2ms/step - loss: 0.2776
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.3428
12/12 [==============================] - 0s 2ms/step - loss: 0.2776
12/12 [==============================] - 0s 2ms/step - loss: 0.2776
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.3422
12/12 [==============================] - 0s 2ms/step - loss: 0.2775
12/12 [==============================] - 0s 2ms/step - loss: 0.2775
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.3415
12/12 [==============================] - 0s 2ms/step - loss: 0.2775
12/12 [==============================] - 0s 3ms/step - loss: 0.2775
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.3406
12/12 [==============================] - 0s 2ms/step - loss: 0.2774
12/12 [==============================] - 0s 2ms/step - loss: 0.2774
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.3399
12/12 [==============================] - 0s 2ms/step - loss: 0.2773
12/12 [==============================] - 0s 2ms/step - loss: 0.2773
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.3390
12/12 [==============================] - 0s 2ms/step - loss: 0.2773
12/12 [==============================] - 0s 2ms/step - loss: 0.2773
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.3384
12/12 [==============================] - 0s 2ms/step - loss: 0.2772
12/12 [==============================] - 0s 2ms/step - loss: 0.2772
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.3376
12/12 [==============================] - 0s 2ms/step - loss: 0.2771
12/12 [==============================] - 0s 2ms/step - loss: 0.2771
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.3370
12/12 [==============================] - 0s 2ms/step - loss: 0.2770
12/12 [==============================] - 0s 2ms/step - loss: 0.2770
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.3362
12/12 [==============================] - 0s 2ms/step - loss: 0.2770
12/12 [==============================] - 0s 2ms/step - loss: 0.2770
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.3354
12/12 [==============================] - 0s 2ms/step - loss: 0.2769
12/12 [==============================] - 0s 2ms/step - loss: 0.2769
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.3346
12/12 [==============================] - 0s 2ms/step - loss: 0.2768
12/12 [==============================] - 0s 2ms/step - loss: 0.2768
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.3339
12/12 [==============================] - 0s 2ms/step - loss: 0.2768
12/12 [==============================] - 0s 2ms/step - loss: 0.2768
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.3333
12/12 [==============================] - 0s 2ms/step - loss: 0.2767
12/12 [==============================] - 0s 2ms/step - loss: 0.2767
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.3325
12/12 [==============================] - 0s 2ms/step - loss: 0.2766
12/12 [==============================] - 0s 2ms/step - loss: 0.2766
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.3316
12/12 [==============================] - 0s 2ms/step - loss: 0.2766
12/12 [==============================] - 0s 2ms/step - loss: 0.2766
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.3308
12/12 [==============================] - 0s 2ms/step - loss: 0.2765
12/12 [==============================] - 0s 2ms/step - loss: 0.2765
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.3300
12/12 [==============================] - 0s 2ms/step - loss: 0.2764
12/12 [==============================] - 0s 2ms/step - loss: 0.2764
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.3294
12/12 [==============================] - 0s 2ms/step - loss: 0.2764
12/12 [==============================] - 0s 2ms/step - loss: 0.2764
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.3288
12/12 [==============================] - 0s 2ms/step - loss: 0.2763
12/12 [==============================] - 0s 2ms/step - loss: 0.2763
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.3279
12/12 [==============================] - 0s 2ms/step - loss: 0.2763
12/12 [==============================] - 0s 2ms/step - loss: 0.2763
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.3272
12/12 [==============================] - 0s 2ms/step - loss: 0.2762
12/12 [==============================] - 0s 2ms/step - loss: 0.2762
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.3266
12/12 [==============================] - 0s 2ms/step - loss: 0.2761
12/12 [==============================] - 0s 2ms/step - loss: 0.2761
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.3258
12/12 [==============================] - 0s 2ms/step - loss: 0.2760
12/12 [==============================] - 0s 2ms/step - loss: 0.2760
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.3250
12/12 [==============================] - 0s 2ms/step - loss: 0.2760
12/12 [==============================] - 0s 2ms/step - loss: 0.2760
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.3242
12/12 [==============================] - 0s 2ms/step - loss: 0.2759
12/12 [==============================] - 0s 2ms/step - loss: 0.2759
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.3236
12/12 [==============================] - 0s 2ms/step - loss: 0.2758
12/12 [==============================] - 0s 2ms/step - loss: 0.2758
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.3230
12/12 [==============================] - 0s 2ms/step - loss: 0.2758
12/12 [==============================] - 0s 2ms/step - loss: 0.2758
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.3222
12/12 [==============================] - 0s 2ms/step - loss: 0.2757
12/12 [==============================] - 0s 2ms/step - loss: 0.2757
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.3215
12/12 [==============================] - 0s 2ms/step - loss: 0.2756
12/12 [==============================] - 0s 2ms/step - loss: 0.2756
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.3205
12/12 [==============================] - 0s 2ms/step - loss: 0.2756
12/12 [==============================] - 0s 2ms/step - loss: 0.2756
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.3198
12/12 [==============================] - 0s 2ms/step - loss: 0.2755
12/12 [==============================] - 0s 2ms/step - loss: 0.2755
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.3191
12/12 [==============================] - 0s 2ms/step - loss: 0.2754
12/12 [==============================] - 0s 2ms/step - loss: 0.2754
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.3185
12/12 [==============================] - 0s 2ms/step - loss: 0.2754
12/12 [==============================] - 0s 2ms/step - loss: 0.2754
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.3177
12/12 [==============================] - 0s 2ms/step - loss: 0.2753
12/12 [==============================] - 0s 2ms/step - loss: 0.2753
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.3170
12/12 [==============================] - 0s 2ms/step - loss: 0.2753
12/12 [==============================] - 0s 2ms/step - loss: 0.2753
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.3162
12/12 [==============================] - 0s 2ms/step - loss: 0.2752
12/12 [==============================] - 0s 2ms/step - loss: 0.2752
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.3156
12/12 [==============================] - 0s 2ms/step - loss: 0.2751
12/12 [==============================] - 0s 2ms/step - loss: 0.2751
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.3149
12/12 [==============================] - 0s 2ms/step - loss: 0.2751
12/12 [==============================] - 0s 2ms/step - loss: 0.2751
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.3142
12/12 [==============================] - 0s 2ms/step - loss: 0.2750
12/12 [==============================] - 0s 2ms/step - loss: 0.2750
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.3134
12/12 [==============================] - 0s 2ms/step - loss: 0.2750
12/12 [==============================] - 0s 2ms/step - loss: 0.2750
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.3128
12/12 [==============================] - 0s 2ms/step - loss: 0.2749
12/12 [==============================] - 0s 2ms/step - loss: 0.2749
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.3120
12/12 [==============================] - 0s 2ms/step - loss: 0.2748
12/12 [==============================] - 0s 2ms/step - loss: 0.2748
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.3114
12/12 [==============================] - 0s 2ms/step - loss: 0.2747
12/12 [==============================] - 0s 2ms/step - loss: 0.2747
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.3106
12/12 [==============================] - 0s 2ms/step - loss: 0.2747
12/12 [==============================] - 0s 2ms/step - loss: 0.2747
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.3099
12/12 [==============================] - 0s 2ms/step - loss: 0.2746
12/12 [==============================] - 0s 2ms/step - loss: 0.2746
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.3092
12/12 [==============================] - 0s 2ms/step - loss: 0.2746
12/12 [==============================] - 0s 2ms/step - loss: 0.2746
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.3086
12/12 [==============================] - 0s 2ms/step - loss: 0.2745
12/12 [==============================] - 0s 2ms/step - loss: 0.2745
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.3078
12/12 [==============================] - 0s 2ms/step - loss: 0.2745
12/12 [==============================] - 0s 2ms/step - loss: 0.2745
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.3072
12/12 [==============================] - 0s 2ms/step - loss: 0.2744
12/12 [==============================] - 0s 2ms/step - loss: 0.2744
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.3064
12/12 [==============================] - 0s 2ms/step - loss: 0.2744
12/12 [==============================] - 0s 2ms/step - loss: 0.2744
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.3058
12/12 [==============================] - 0s 2ms/step - loss: 0.2742
12/12 [==============================] - 0s 2ms/step - loss: 0.2742
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.3049
12/12 [==============================] - 0s 2ms/step - loss: 0.2743
12/12 [==============================] - 0s 2ms/step - loss: 0.2743
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.3042
12/12 [==============================] - 0s 2ms/step - loss: 0.2741
12/12 [==============================] - 0s 2ms/step - loss: 0.2741
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.3035
12/12 [==============================] - 0s 2ms/step - loss: 0.2741
12/12 [==============================] - 0s 2ms/step - loss: 0.2741
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.3029
12/12 [==============================] - 0s 2ms/step - loss: 0.2740
12/12 [==============================] - 0s 2ms/step - loss: 0.2740
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.3022
12/12 [==============================] - 0s 2ms/step - loss: 0.2740
12/12 [==============================] - 0s 2ms/step - loss: 0.2740
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.3014
12/12 [==============================] - 0s 2ms/step - loss: 0.2739
12/12 [==============================] - 0s 2ms/step - loss: 0.2739
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.3007
12/12 [==============================] - 0s 2ms/step - loss: 0.2739
12/12 [==============================] - 0s 2ms/step - loss: 0.2739
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.3001
12/12 [==============================] - 0s 2ms/step - loss: 0.2738
12/12 [==============================] - 0s 2ms/step - loss: 0.2738
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.2994
12/12 [==============================] - 0s 2ms/step - loss: 0.2738
12/12 [==============================] - 0s 2ms/step - loss: 0.2738
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.2989
12/12 [==============================] - 0s 2ms/step - loss: 0.2737
12/12 [==============================] - 0s 2ms/step - loss: 0.2737
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.2984
12/12 [==============================] - 0s 2ms/step - loss: 0.2737
12/12 [==============================] - 0s 2ms/step - loss: 0.2737
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.2979
12/12 [==============================] - 0s 2ms/step - loss: 0.2736
12/12 [==============================] - 0s 2ms/step - loss: 0.2736
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.2973
12/12 [==============================] - 0s 2ms/step - loss: 0.2736
12/12 [==============================] - 0s 2ms/step - loss: 0.2736
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.2968
12/12 [==============================] - 0s 2ms/step - loss: 0.2735
12/12 [==============================] - 0s 2ms/step - loss: 0.2735
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.1600
12/12 [==============================] - 0s 2ms/step - loss: 0.7565
12/12 [==============================] - 0s 2ms/step - loss: 0.7565
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.1521
12/12 [==============================] - 0s 2ms/step - loss: 0.7536
12/12 [==============================] - 0s 2ms/step - loss: 0.7536
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.1491
12/12 [==============================] - 0s 2ms/step - loss: 0.7523
12/12 [==============================] - 0s 2ms/step - loss: 0.7523
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.1460
12/12 [==============================] - 0s 2ms/step - loss: 0.7510
12/12 [==============================] - 0s 2ms/step - loss: 0.7510
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.1426
12/12 [==============================] - 0s 2ms/step - loss: 0.7498
12/12 [==============================] - 0s 2ms/step - loss: 0.7498
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.1388
12/12 [==============================] - 0s 2ms/step - loss: 0.7485
12/12 [==============================] - 0s 2ms/step - loss: 0.7485
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.1344
12/12 [==============================] - 0s 2ms/step - loss: 0.7472
12/12 [==============================] - 0s 2ms/step - loss: 0.7472
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.1294
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
12/12 [==============================] - 0s 2ms/step - loss: 0.7457
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.1239
12/12 [==============================] - 0s 2ms/step - loss: 0.7441
12/12 [==============================] - 0s 2ms/step - loss: 0.7441
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.1177
12/12 [==============================] - 0s 2ms/step - loss: 0.7425
12/12 [==============================] - 0s 2ms/step - loss: 0.7425
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.1111
12/12 [==============================] - 0s 2ms/step - loss: 0.7409
12/12 [==============================] - 0s 2ms/step - loss: 0.7409
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.1048
12/12 [==============================] - 0s 2ms/step - loss: 0.7392
12/12 [==============================] - 0s 2ms/step - loss: 0.7392
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.0986
12/12 [==============================] - 0s 2ms/step - loss: 0.7377
12/12 [==============================] - 0s 2ms/step - loss: 0.7377
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.0930
12/12 [==============================] - 0s 2ms/step - loss: 0.7363
12/12 [==============================] - 0s 2ms/step - loss: 0.7363
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.0885
12/12 [==============================] - 0s 2ms/step - loss: 0.7351
12/12 [==============================] - 0s 2ms/step - loss: 0.7351
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.0848
12/12 [==============================] - 0s 2ms/step - loss: 0.7343
12/12 [==============================] - 0s 2ms/step - loss: 0.7343
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.0820
12/12 [==============================] - 0s 2ms/step - loss: 0.7338
12/12 [==============================] - 0s 2ms/step - loss: 0.7338
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.0801
12/12 [==============================] - 0s 2ms/step - loss: 0.7332
12/12 [==============================] - 0s 2ms/step - loss: 0.7332
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.0785
12/12 [==============================] - 0s 2ms/step - loss: 0.7328
12/12 [==============================] - 0s 2ms/step - loss: 0.7328
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.0775
12/12 [==============================] - 0s 2ms/step - loss: 0.7323
12/12 [==============================] - 0s 2ms/step - loss: 0.7323
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.0766
12/12 [==============================] - 0s 2ms/step - loss: 0.7319
12/12 [==============================] - 0s 2ms/step - loss: 0.7319
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.0759
12/12 [==============================] - 0s 2ms/step - loss: 0.7315
12/12 [==============================] - 0s 2ms/step - loss: 0.7315
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.0755
12/12 [==============================] - 0s 2ms/step - loss: 0.7311
12/12 [==============================] - 0s 2ms/step - loss: 0.7311
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.0753
12/12 [==============================] - 0s 2ms/step - loss: 0.7307
12/12 [==============================] - 0s 2ms/step - loss: 0.7307
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.0749
12/12 [==============================] - 0s 2ms/step - loss: 0.7303
12/12 [==============================] - 0s 2ms/step - loss: 0.7303
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.0745
12/12 [==============================] - 0s 2ms/step - loss: 0.7300
12/12 [==============================] - 0s 2ms/step - loss: 0.7300
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.0742
12/12 [==============================] - 0s 2ms/step - loss: 0.7296
12/12 [==============================] - 0s 2ms/step - loss: 0.7296
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.0740
12/12 [==============================] - 0s 2ms/step - loss: 0.7293
12/12 [==============================] - 0s 2ms/step - loss: 0.7293
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.0738
12/12 [==============================] - 0s 2ms/step - loss: 0.7289
12/12 [==============================] - 0s 2ms/step - loss: 0.7289
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.0735
12/12 [==============================] - 0s 2ms/step - loss: 0.7286
12/12 [==============================] - 0s 2ms/step - loss: 0.7286
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.0733
12/12 [==============================] - 0s 2ms/step - loss: 0.7283
12/12 [==============================] - 0s 2ms/step - loss: 0.7283
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.0730
12/12 [==============================] - 0s 2ms/step - loss: 0.7279
12/12 [==============================] - 0s 2ms/step - loss: 0.7279
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.0728
12/12 [==============================] - 0s 2ms/step - loss: 0.7276
12/12 [==============================] - 0s 2ms/step - loss: 0.7276
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.0726
12/12 [==============================] - 0s 2ms/step - loss: 0.7272
12/12 [==============================] - 0s 2ms/step - loss: 0.7272
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.0724
12/12 [==============================] - 0s 2ms/step - loss: 0.7269
12/12 [==============================] - 0s 2ms/step - loss: 0.7269
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.0723
12/12 [==============================] - 0s 2ms/step - loss: 0.7265
12/12 [==============================] - 0s 2ms/step - loss: 0.7265
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.0721
12/12 [==============================] - 0s 2ms/step - loss: 0.7262
12/12 [==============================] - 0s 2ms/step - loss: 0.7262
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.0719
12/12 [==============================] - 0s 2ms/step - loss: 0.7258
12/12 [==============================] - 0s 2ms/step - loss: 0.7258
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.0717
12/12 [==============================] - 0s 2ms/step - loss: 0.7255
12/12 [==============================] - 0s 2ms/step - loss: 0.7255
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.0715
12/12 [==============================] - 0s 2ms/step - loss: 0.7252
12/12 [==============================] - 0s 2ms/step - loss: 0.7252
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.0714
12/12 [==============================] - 0s 2ms/step - loss: 0.7248
12/12 [==============================] - 0s 2ms/step - loss: 0.7248
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.0713
12/12 [==============================] - 0s 2ms/step - loss: 0.7245
12/12 [==============================] - 0s 2ms/step - loss: 0.7245
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.0713
12/12 [==============================] - 0s 2ms/step - loss: 0.7242
12/12 [==============================] - 0s 2ms/step - loss: 0.7242
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.0712
12/12 [==============================] - 0s 2ms/step - loss: 0.7238
12/12 [==============================] - 0s 2ms/step - loss: 0.7238
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.0713
12/12 [==============================] - 0s 2ms/step - loss: 0.7235
12/12 [==============================] - 0s 2ms/step - loss: 0.7235
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.0713
12/12 [==============================] - 0s 2ms/step - loss: 0.7231
12/12 [==============================] - 0s 2ms/step - loss: 0.7231
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.0713
12/12 [==============================] - 0s 2ms/step - loss: 0.7228
12/12 [==============================] - 0s 2ms/step - loss: 0.7228
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.0712
12/12 [==============================] - 0s 2ms/step - loss: 0.7225
12/12 [==============================] - 0s 2ms/step - loss: 0.7225
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.0711
12/12 [==============================] - 0s 2ms/step - loss: 0.7221
12/12 [==============================] - 0s 2ms/step - loss: 0.7221
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.0711
12/12 [==============================] - 0s 2ms/step - loss: 0.7218
12/12 [==============================] - 0s 2ms/step - loss: 0.7218
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.0711
12/12 [==============================] - 0s 2ms/step - loss: 0.7214
12/12 [==============================] - 0s 2ms/step - loss: 0.7214
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.0711
12/12 [==============================] - 0s 2ms/step - loss: 0.7210
12/12 [==============================] - 0s 2ms/step - loss: 0.7210
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.0712
12/12 [==============================] - 0s 2ms/step - loss: 0.7205
12/12 [==============================] - 0s 2ms/step - loss: 0.7205
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.0714
12/12 [==============================] - 0s 2ms/step - loss: 0.7201
12/12 [==============================] - 0s 2ms/step - loss: 0.7201
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.0715
12/12 [==============================] - 0s 2ms/step - loss: 0.7196
12/12 [==============================] - 0s 2ms/step - loss: 0.7196
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.0716
12/12 [==============================] - 0s 2ms/step - loss: 0.7190
12/12 [==============================] - 0s 2ms/step - loss: 0.7190
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.0718
12/12 [==============================] - 0s 2ms/step - loss: 0.7184
12/12 [==============================] - 0s 2ms/step - loss: 0.7184
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.0721
12/12 [==============================] - 0s 2ms/step - loss: 0.7177
12/12 [==============================] - 0s 2ms/step - loss: 0.7177
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.0724
12/12 [==============================] - 0s 2ms/step - loss: 0.7170
12/12 [==============================] - 0s 2ms/step - loss: 0.7170
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.0727
12/12 [==============================] - 0s 2ms/step - loss: 0.7161
12/12 [==============================] - 0s 2ms/step - loss: 0.7161
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.0730
12/12 [==============================] - 0s 2ms/step - loss: 0.7153
12/12 [==============================] - 0s 2ms/step - loss: 0.7153
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.0733
12/12 [==============================] - 0s 2ms/step - loss: 0.7143
12/12 [==============================] - 0s 2ms/step - loss: 0.7143
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.0739
12/12 [==============================] - 0s 2ms/step - loss: 0.7133
12/12 [==============================] - 0s 2ms/step - loss: 0.7133
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.0744
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.0746
12/12 [==============================] - 0s 2ms/step - loss: 0.7114
12/12 [==============================] - 0s 2ms/step - loss: 0.7114
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.0746
12/12 [==============================] - 0s 2ms/step - loss: 0.7104
12/12 [==============================] - 0s 2ms/step - loss: 0.7104
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.0747
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.0746
12/12 [==============================] - 0s 2ms/step - loss: 0.7082
12/12 [==============================] - 0s 2ms/step - loss: 0.7082
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.0747
12/12 [==============================] - 0s 2ms/step - loss: 0.7070
12/12 [==============================] - 0s 2ms/step - loss: 0.7070
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.0743
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.0739
12/12 [==============================] - 0s 2ms/step - loss: 0.7045
12/12 [==============================] - 0s 2ms/step - loss: 0.7045
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.0735
12/12 [==============================] - 0s 2ms/step - loss: 0.7032
12/12 [==============================] - 0s 2ms/step - loss: 0.7032
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.0729
12/12 [==============================] - 0s 2ms/step - loss: 0.7018
12/12 [==============================] - 0s 2ms/step - loss: 0.7018
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.0722
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
12/12 [==============================] - 0s 2ms/step - loss: 0.7004
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.0713
12/12 [==============================] - 0s 2ms/step - loss: 0.6989
12/12 [==============================] - 0s 2ms/step - loss: 0.6989
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.0699
12/12 [==============================] - 0s 2ms/step - loss: 0.6973
12/12 [==============================] - 0s 2ms/step - loss: 0.6973
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.0682
12/12 [==============================] - 0s 2ms/step - loss: 0.6956
12/12 [==============================] - 0s 2ms/step - loss: 0.6956
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.0658
12/12 [==============================] - 0s 2ms/step - loss: 0.6938
12/12 [==============================] - 0s 2ms/step - loss: 0.6938
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.0626
12/12 [==============================] - 0s 2ms/step - loss: 0.6921
12/12 [==============================] - 0s 2ms/step - loss: 0.6921
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.0577
12/12 [==============================] - 0s 2ms/step - loss: 0.6906
12/12 [==============================] - 0s 2ms/step - loss: 0.6906
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.0515
12/12 [==============================] - 0s 2ms/step - loss: 0.6901
12/12 [==============================] - 0s 2ms/step - loss: 0.6901
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.0452
12/12 [==============================] - 0s 2ms/step - loss: 0.6922
12/12 [==============================] - 0s 2ms/step - loss: 0.6922
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.0402
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.0387
12/12 [==============================] - 0s 2ms/step - loss: 0.7057
12/12 [==============================] - 0s 2ms/step - loss: 0.7057
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.0379
12/12 [==============================] - 0s 2ms/step - loss: 0.7087
12/12 [==============================] - 0s 2ms/step - loss: 0.7087
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.0382
12/12 [==============================] - 0s 2ms/step - loss: 0.7143
12/12 [==============================] - 0s 2ms/step - loss: 0.7143
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7148
12/12 [==============================] - 0s 2ms/step - loss: 0.7148
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.0354
12/12 [==============================] - 0s 2ms/step - loss: 0.7176
12/12 [==============================] - 0s 2ms/step - loss: 0.7176
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.0338
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.0328
12/12 [==============================] - 0s 2ms/step - loss: 0.7196
12/12 [==============================] - 0s 2ms/step - loss: 0.7196
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.0321
12/12 [==============================] - 0s 2ms/step - loss: 0.7203
12/12 [==============================] - 0s 2ms/step - loss: 0.7203
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.0315
12/12 [==============================] - 0s 2ms/step - loss: 0.7206
12/12 [==============================] - 0s 2ms/step - loss: 0.7206
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.0312
12/12 [==============================] - 0s 2ms/step - loss: 0.7206
12/12 [==============================] - 0s 2ms/step - loss: 0.7206
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.0309
12/12 [==============================] - 0s 2ms/step - loss: 0.7208
12/12 [==============================] - 0s 2ms/step - loss: 0.7208
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.0310
12/12 [==============================] - 0s 2ms/step - loss: 0.7203
12/12 [==============================] - 0s 2ms/step - loss: 0.7203
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.0305
12/12 [==============================] - 0s 2ms/step - loss: 0.7204
12/12 [==============================] - 0s 2ms/step - loss: 0.7204
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.0308
12/12 [==============================] - 0s 2ms/step - loss: 0.7197
12/12 [==============================] - 0s 2ms/step - loss: 0.7197
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.0299
12/12 [==============================] - 0s 2ms/step - loss: 0.7195
12/12 [==============================] - 0s 2ms/step - loss: 0.7195
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.0302
12/12 [==============================] - 0s 2ms/step - loss: 0.7188
12/12 [==============================] - 0s 2ms/step - loss: 0.7188
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.0296
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.0298
12/12 [==============================] - 0s 2ms/step - loss: 0.7180
12/12 [==============================] - 0s 2ms/step - loss: 0.7180
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7177
12/12 [==============================] - 0s 2ms/step - loss: 0.7177
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.0296
12/12 [==============================] - 0s 2ms/step - loss: 0.7173
12/12 [==============================] - 0s 2ms/step - loss: 0.7173
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7170
12/12 [==============================] - 0s 2ms/step - loss: 0.7170
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7166
12/12 [==============================] - 0s 2ms/step - loss: 0.7166
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7163
12/12 [==============================] - 0s 2ms/step - loss: 0.7163
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7159
12/12 [==============================] - 0s 2ms/step - loss: 0.7159
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7157
12/12 [==============================] - 0s 2ms/step - loss: 0.7157
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7153
12/12 [==============================] - 0s 2ms/step - loss: 0.7153
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7151
12/12 [==============================] - 0s 2ms/step - loss: 0.7151
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7148
12/12 [==============================] - 0s 2ms/step - loss: 0.7148
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7145
12/12 [==============================] - 0s 2ms/step - loss: 0.7145
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.0292
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.0292
12/12 [==============================] - 0s 2ms/step - loss: 0.7140
12/12 [==============================] - 0s 2ms/step - loss: 0.7140
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.0292
12/12 [==============================] - 0s 2ms/step - loss: 0.7137
12/12 [==============================] - 0s 2ms/step - loss: 0.7137
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.0292
12/12 [==============================] - 0s 2ms/step - loss: 0.7135
12/12 [==============================] - 0s 2ms/step - loss: 0.7135
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.0292
12/12 [==============================] - 0s 2ms/step - loss: 0.7132
12/12 [==============================] - 0s 2ms/step - loss: 0.7132
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.0292
12/12 [==============================] - 0s 2ms/step - loss: 0.7131
12/12 [==============================] - 0s 2ms/step - loss: 0.7131
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.0291
12/12 [==============================] - 0s 2ms/step - loss: 0.7127
12/12 [==============================] - 0s 2ms/step - loss: 0.7127
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.0291
12/12 [==============================] - 0s 2ms/step - loss: 0.7123
12/12 [==============================] - 0s 2ms/step - loss: 0.7123
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7125
12/12 [==============================] - 0s 2ms/step - loss: 0.7125
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.0291
12/12 [==============================] - 0s 2ms/step - loss: 0.7121
12/12 [==============================] - 0s 2ms/step - loss: 0.7121
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7122
12/12 [==============================] - 0s 2ms/step - loss: 0.7122
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.0291
12/12 [==============================] - 0s 2ms/step - loss: 0.7117
12/12 [==============================] - 0s 2ms/step - loss: 0.7117
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7119
12/12 [==============================] - 0s 2ms/step - loss: 0.7119
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.0290
12/12 [==============================] - 0s 2ms/step - loss: 0.7114
12/12 [==============================] - 0s 2ms/step - loss: 0.7114
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.0297
12/12 [==============================] - 0s 2ms/step - loss: 0.7117
12/12 [==============================] - 0s 2ms/step - loss: 0.7117
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.0290
12/12 [==============================] - 0s 2ms/step - loss: 0.7111
12/12 [==============================] - 0s 2ms/step - loss: 0.7111
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.0304
12/12 [==============================] - 0s 3ms/step - loss: 0.7117
12/12 [==============================] - 0s 3ms/step - loss: 0.7117
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.0290
12/12 [==============================] - 0s 2ms/step - loss: 0.7110
12/12 [==============================] - 0s 2ms/step - loss: 0.7110
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.0315
12/12 [==============================] - 0s 2ms/step - loss: 0.7122
12/12 [==============================] - 0s 2ms/step - loss: 0.7122
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7115
12/12 [==============================] - 0s 2ms/step - loss: 0.7115
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.0300
12/12 [==============================] - 0s 2ms/step - loss: 0.7133
12/12 [==============================] - 0s 2ms/step - loss: 0.7133
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.0362
12/12 [==============================] - 0s 2ms/step - loss: 0.7162
12/12 [==============================] - 0s 2ms/step - loss: 0.7162
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7123
12/12 [==============================] - 0s 2ms/step - loss: 0.7123
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.0345
12/12 [==============================] - 0s 2ms/step - loss: 0.7143
12/12 [==============================] - 0s 2ms/step - loss: 0.7143
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.0352
12/12 [==============================] - 0s 2ms/step - loss: 0.7147
12/12 [==============================] - 0s 2ms/step - loss: 0.7147
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7125
12/12 [==============================] - 0s 2ms/step - loss: 0.7125
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
12/12 [==============================] - 0s 2ms/step - loss: 0.7142
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7122
12/12 [==============================] - 0s 2ms/step - loss: 0.7122
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.7138
12/12 [==============================] - 0s 2ms/step - loss: 0.7138
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.7134
12/12 [==============================] - 0s 2ms/step - loss: 0.7134
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.7131
12/12 [==============================] - 0s 2ms/step - loss: 0.7131
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
12/12 [==============================] - 0s 2ms/step - loss: 0.7118
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
12/12 [==============================] - 0s 2ms/step - loss: 0.7128
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7116
12/12 [==============================] - 0s 2ms/step - loss: 0.7116
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.0345
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
12/12 [==============================] - 0s 2ms/step - loss: 0.7124
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7113
12/12 [==============================] - 0s 2ms/step - loss: 0.7113
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.0343
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.0293
12/12 [==============================] - 0s 2ms/step - loss: 0.7111
12/12 [==============================] - 0s 2ms/step - loss: 0.7111
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7116
12/12 [==============================] - 0s 2ms/step - loss: 0.7116
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7108
12/12 [==============================] - 0s 2ms/step - loss: 0.7108
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7113
12/12 [==============================] - 0s 2ms/step - loss: 0.7113
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7109
12/12 [==============================] - 0s 2ms/step - loss: 0.7109
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.0294
12/12 [==============================] - 0s 2ms/step - loss: 0.7103
12/12 [==============================] - 0s 2ms/step - loss: 0.7103
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7100
12/12 [==============================] - 0s 2ms/step - loss: 0.7100
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.0340
12/12 [==============================] - 0s 2ms/step - loss: 0.7103
12/12 [==============================] - 0s 2ms/step - loss: 0.7103
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.0295
12/12 [==============================] - 0s 2ms/step - loss: 0.7099
12/12 [==============================] - 0s 2ms/step - loss: 0.7099
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7101
12/12 [==============================] - 0s 2ms/step - loss: 0.7101
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.0296
12/12 [==============================] - 0s 2ms/step - loss: 0.7098
12/12 [==============================] - 0s 2ms/step - loss: 0.7098
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7098
12/12 [==============================] - 0s 2ms/step - loss: 0.7098
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.0297
12/12 [==============================] - 0s 2ms/step - loss: 0.7095
12/12 [==============================] - 0s 2ms/step - loss: 0.7095
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7097
12/12 [==============================] - 0s 2ms/step - loss: 0.7097
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.0297
12/12 [==============================] - 0s 2ms/step - loss: 0.7094
12/12 [==============================] - 0s 2ms/step - loss: 0.7094
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7095
12/12 [==============================] - 0s 2ms/step - loss: 0.7095
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.0298
12/12 [==============================] - 0s 2ms/step - loss: 0.7092
12/12 [==============================] - 0s 2ms/step - loss: 0.7092
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
12/12 [==============================] - 0s 2ms/step - loss: 0.7093
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.0299
12/12 [==============================] - 0s 2ms/step - loss: 0.7090
12/12 [==============================] - 0s 2ms/step - loss: 0.7090
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.0341
12/12 [==============================] - 0s 2ms/step - loss: 0.7091
12/12 [==============================] - 0s 2ms/step - loss: 0.7091
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.0299
12/12 [==============================] - 0s 2ms/step - loss: 0.7089
12/12 [==============================] - 0s 2ms/step - loss: 0.7089
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7091
12/12 [==============================] - 0s 2ms/step - loss: 0.7091
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.0300
12/12 [==============================] - 0s 2ms/step - loss: 0.7087
12/12 [==============================] - 0s 2ms/step - loss: 0.7087
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7089
12/12 [==============================] - 0s 2ms/step - loss: 0.7089
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.0301
12/12 [==============================] - 0s 2ms/step - loss: 0.7085
12/12 [==============================] - 0s 2ms/step - loss: 0.7085
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7088
12/12 [==============================] - 0s 2ms/step - loss: 0.7088
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.0301
12/12 [==============================] - 0s 2ms/step - loss: 0.7082
12/12 [==============================] - 0s 2ms/step - loss: 0.7082
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7087
12/12 [==============================] - 0s 2ms/step - loss: 0.7087
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.0302
12/12 [==============================] - 0s 2ms/step - loss: 0.7081
12/12 [==============================] - 0s 2ms/step - loss: 0.7081
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.0342
12/12 [==============================] - 0s 2ms/step - loss: 0.7086
12/12 [==============================] - 0s 2ms/step - loss: 0.7086
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.0302
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.0343
12/12 [==============================] - 0s 2ms/step - loss: 0.7085
12/12 [==============================] - 0s 2ms/step - loss: 0.7085
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.0303
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.0343
12/12 [==============================] - 0s 2ms/step - loss: 0.7083
12/12 [==============================] - 0s 2ms/step - loss: 0.7083
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.0304
12/12 [==============================] - 0s 2ms/step - loss: 0.7074
12/12 [==============================] - 0s 2ms/step - loss: 0.7074
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.0344
12/12 [==============================] - 0s 2ms/step - loss: 0.7083
12/12 [==============================] - 0s 2ms/step - loss: 0.7083
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.0304
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.0344
12/12 [==============================] - 0s 2ms/step - loss: 0.7082
12/12 [==============================] - 0s 2ms/step - loss: 0.7082
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.0305
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.0344
12/12 [==============================] - 0s 2ms/step - loss: 0.7081
12/12 [==============================] - 0s 2ms/step - loss: 0.7081
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.0305
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.7080
12/12 [==============================] - 0s 2ms/step - loss: 0.7080
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.0306
12/12 [==============================] - 0s 2ms/step - loss: 0.7068
12/12 [==============================] - 0s 2ms/step - loss: 0.7068
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
12/12 [==============================] - 0s 2ms/step - loss: 0.7078
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.0307
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
12/12 [==============================] - 0s 2ms/step - loss: 0.7076
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.0307
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.7077
12/12 [==============================] - 0s 2ms/step - loss: 0.7077
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.0308
12/12 [==============================] - 0s 2ms/step - loss: 0.7063
12/12 [==============================] - 0s 2ms/step - loss: 0.7063
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.7074
12/12 [==============================] - 0s 2ms/step - loss: 0.7074
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.0309
12/12 [==============================] - 0s 2ms/step - loss: 0.7061
12/12 [==============================] - 0s 2ms/step - loss: 0.7061
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
12/12 [==============================] - 0s 2ms/step - loss: 0.7073
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.0309
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
12/12 [==============================] - 0s 2ms/step - loss: 0.7071
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.0310
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
12/12 [==============================] - 0s 2ms/step - loss: 0.7058
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.0311
12/12 [==============================] - 0s 2ms/step - loss: 0.7057
12/12 [==============================] - 0s 2ms/step - loss: 0.7057
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.0350
12/12 [==============================] - 0s 2ms/step - loss: 0.7067
12/12 [==============================] - 0s 2ms/step - loss: 0.7067
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.0312
12/12 [==============================] - 0s 2ms/step - loss: 0.7055
12/12 [==============================] - 0s 2ms/step - loss: 0.7055
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.0350
12/12 [==============================] - 0s 2ms/step - loss: 0.7066
12/12 [==============================] - 0s 2ms/step - loss: 0.7066
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.0313
12/12 [==============================] - 0s 2ms/step - loss: 0.7053
12/12 [==============================] - 0s 2ms/step - loss: 0.7053
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.0350
12/12 [==============================] - 0s 2ms/step - loss: 0.7063
12/12 [==============================] - 0s 2ms/step - loss: 0.7063
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.0314
12/12 [==============================] - 0s 2ms/step - loss: 0.7050
12/12 [==============================] - 0s 2ms/step - loss: 0.7050
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.0351
12/12 [==============================] - 0s 2ms/step - loss: 0.7061
12/12 [==============================] - 0s 2ms/step - loss: 0.7061
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.0314
12/12 [==============================] - 0s 2ms/step - loss: 0.7051
12/12 [==============================] - 0s 2ms/step - loss: 0.7051
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.0352
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.0315
12/12 [==============================] - 0s 2ms/step - loss: 0.7050
12/12 [==============================] - 0s 2ms/step - loss: 0.7050
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.0354
12/12 [==============================] - 0s 2ms/step - loss: 0.7063
12/12 [==============================] - 0s 2ms/step - loss: 0.7063
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.0315
12/12 [==============================] - 0s 2ms/step - loss: 0.7051
12/12 [==============================] - 0s 2ms/step - loss: 0.7051
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
12/12 [==============================] - 0s 2ms/step - loss: 0.7065
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.0316
12/12 [==============================] - 0s 2ms/step - loss: 0.7049
12/12 [==============================] - 0s 2ms/step - loss: 0.7049
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.0316
12/12 [==============================] - 0s 2ms/step - loss: 0.7049
12/12 [==============================] - 0s 2ms/step - loss: 0.7049
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
12/12 [==============================] - 0s 2ms/step - loss: 0.7062
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.0317
12/12 [==============================] - 0s 2ms/step - loss: 0.7047
12/12 [==============================] - 0s 2ms/step - loss: 0.7047
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
12/12 [==============================] - 0s 2ms/step - loss: 0.7060
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.0318
12/12 [==============================] - 0s 2ms/step - loss: 0.7044
12/12 [==============================] - 0s 2ms/step - loss: 0.7044
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.0354
12/12 [==============================] - 0s 2ms/step - loss: 0.7056
12/12 [==============================] - 0s 2ms/step - loss: 0.7056
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.0319
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.7054
12/12 [==============================] - 0s 2ms/step - loss: 0.7054
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.0319
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7054
12/12 [==============================] - 0s 2ms/step - loss: 0.7054
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.0320
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
12/12 [==============================] - 0s 2ms/step - loss: 0.7042
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7053
12/12 [==============================] - 0s 2ms/step - loss: 0.7053
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.0321
12/12 [==============================] - 0s 2ms/step - loss: 0.7039
12/12 [==============================] - 0s 2ms/step - loss: 0.7039
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7049
12/12 [==============================] - 0s 2ms/step - loss: 0.7049
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.0322
12/12 [==============================] - 0s 2ms/step - loss: 0.7036
12/12 [==============================] - 0s 2ms/step - loss: 0.7036
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7046
12/12 [==============================] - 0s 2ms/step - loss: 0.7046
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.0323
12/12 [==============================] - 0s 2ms/step - loss: 0.7033
12/12 [==============================] - 0s 2ms/step - loss: 0.7033
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.7043
12/12 [==============================] - 0s 2ms/step - loss: 0.7043
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.0324
12/12 [==============================] - 0s 2ms/step - loss: 0.7032
12/12 [==============================] - 0s 2ms/step - loss: 0.7032
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.0357
12/12 [==============================] - 0s 2ms/step - loss: 0.7043
12/12 [==============================] - 0s 2ms/step - loss: 0.7043
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.0325
12/12 [==============================] - 0s 2ms/step - loss: 0.7031
12/12 [==============================] - 0s 2ms/step - loss: 0.7031
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.0357
12/12 [==============================] - 0s 2ms/step - loss: 0.7040
12/12 [==============================] - 0s 2ms/step - loss: 0.7040
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.3617
12/12 [==============================] - 0s 2ms/step - loss: 0.6951
12/12 [==============================] - 0s 2ms/step - loss: 0.6951
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.3676
12/12 [==============================] - 0s 2ms/step - loss: 0.6861
12/12 [==============================] - 0s 2ms/step - loss: 0.6861
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.3724
12/12 [==============================] - 0s 2ms/step - loss: 0.6798
12/12 [==============================] - 0s 2ms/step - loss: 0.6798
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.3770
12/12 [==============================] - 0s 2ms/step - loss: 0.6739
12/12 [==============================] - 0s 2ms/step - loss: 0.6739
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.3823
12/12 [==============================] - 0s 2ms/step - loss: 0.6676
12/12 [==============================] - 0s 2ms/step - loss: 0.6676
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.3887
12/12 [==============================] - 0s 2ms/step - loss: 0.6603
12/12 [==============================] - 0s 2ms/step - loss: 0.6603
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.3965
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
12/12 [==============================] - 0s 2ms/step - loss: 0.6515
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.4062
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.4182
12/12 [==============================] - 0s 2ms/step - loss: 0.6270
12/12 [==============================] - 0s 2ms/step - loss: 0.6270
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.4326
12/12 [==============================] - 0s 2ms/step - loss: 0.6107
12/12 [==============================] - 0s 2ms/step - loss: 0.6107
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.4492
12/12 [==============================] - 0s 2ms/step - loss: 0.5935
12/12 [==============================] - 0s 2ms/step - loss: 0.5935
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.4669
12/12 [==============================] - 0s 2ms/step - loss: 0.5711
12/12 [==============================] - 0s 2ms/step - loss: 0.5711
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.4840
12/12 [==============================] - 0s 2ms/step - loss: 0.5413
12/12 [==============================] - 0s 2ms/step - loss: 0.5413
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.4968
12/12 [==============================] - 0s 2ms/step - loss: 0.5137
12/12 [==============================] - 0s 2ms/step - loss: 0.5137
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.5043
12/12 [==============================] - 0s 2ms/step - loss: 0.4964
12/12 [==============================] - 0s 2ms/step - loss: 0.4964
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.5077
12/12 [==============================] - 0s 2ms/step - loss: 0.4873
12/12 [==============================] - 0s 2ms/step - loss: 0.4873
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.5090
12/12 [==============================] - 0s 2ms/step - loss: 0.4824
12/12 [==============================] - 0s 2ms/step - loss: 0.4824
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.5090
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
12/12 [==============================] - 0s 2ms/step - loss: 0.4789
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.5082
12/12 [==============================] - 0s 2ms/step - loss: 0.4755
12/12 [==============================] - 0s 2ms/step - loss: 0.4755
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.5069
12/12 [==============================] - 0s 2ms/step - loss: 0.4725
12/12 [==============================] - 0s 2ms/step - loss: 0.4725
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.5047
12/12 [==============================] - 0s 2ms/step - loss: 0.4699
12/12 [==============================] - 0s 2ms/step - loss: 0.4699
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.5023
12/12 [==============================] - 0s 2ms/step - loss: 0.4678
12/12 [==============================] - 0s 2ms/step - loss: 0.4678
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.4995
12/12 [==============================] - 0s 2ms/step - loss: 0.4657
12/12 [==============================] - 0s 2ms/step - loss: 0.4657
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.4965
12/12 [==============================] - 0s 2ms/step - loss: 0.4636
12/12 [==============================] - 0s 2ms/step - loss: 0.4636
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.4937
12/12 [==============================] - 0s 2ms/step - loss: 0.4614
12/12 [==============================] - 0s 2ms/step - loss: 0.4614
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.4907
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
12/12 [==============================] - 0s 2ms/step - loss: 0.4590
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.4879
12/12 [==============================] - 0s 2ms/step - loss: 0.4564
12/12 [==============================] - 0s 2ms/step - loss: 0.4564
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.4846
12/12 [==============================] - 0s 2ms/step - loss: 0.4537
12/12 [==============================] - 0s 2ms/step - loss: 0.4537
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.4810
12/12 [==============================] - 0s 2ms/step - loss: 0.4511
12/12 [==============================] - 0s 2ms/step - loss: 0.4511
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.4780
12/12 [==============================] - 0s 2ms/step - loss: 0.4487
12/12 [==============================] - 0s 2ms/step - loss: 0.4487
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.4752
12/12 [==============================] - 0s 2ms/step - loss: 0.4462
12/12 [==============================] - 0s 2ms/step - loss: 0.4462
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.4723
12/12 [==============================] - 0s 2ms/step - loss: 0.4435
12/12 [==============================] - 0s 2ms/step - loss: 0.4435
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.4701
12/12 [==============================] - 0s 2ms/step - loss: 0.4408
12/12 [==============================] - 0s 2ms/step - loss: 0.4408
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.4678
12/12 [==============================] - 0s 2ms/step - loss: 0.4380
12/12 [==============================] - 0s 2ms/step - loss: 0.4380
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.4650
12/12 [==============================] - 0s 2ms/step - loss: 0.4355
12/12 [==============================] - 0s 2ms/step - loss: 0.4355
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.4617
12/12 [==============================] - 0s 2ms/step - loss: 0.4334
12/12 [==============================] - 0s 2ms/step - loss: 0.4334
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.4584
12/12 [==============================] - 0s 2ms/step - loss: 0.4315
12/12 [==============================] - 0s 2ms/step - loss: 0.4315
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.4554
12/12 [==============================] - 0s 2ms/step - loss: 0.4296
12/12 [==============================] - 0s 2ms/step - loss: 0.4296
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.4530
12/12 [==============================] - 0s 2ms/step - loss: 0.4277
12/12 [==============================] - 0s 2ms/step - loss: 0.4277
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.4509
12/12 [==============================] - 0s 2ms/step - loss: 0.4259
12/12 [==============================] - 0s 2ms/step - loss: 0.4259
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.4482
12/12 [==============================] - 0s 3ms/step - loss: 0.4241
12/12 [==============================] - 0s 3ms/step - loss: 0.4241
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.4453
12/12 [==============================] - 0s 2ms/step - loss: 0.4224
12/12 [==============================] - 0s 2ms/step - loss: 0.4224
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.4429
12/12 [==============================] - 0s 2ms/step - loss: 0.4209
12/12 [==============================] - 0s 2ms/step - loss: 0.4209
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.4409
12/12 [==============================] - 0s 2ms/step - loss: 0.4193
12/12 [==============================] - 0s 2ms/step - loss: 0.4193
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.4386
12/12 [==============================] - 0s 2ms/step - loss: 0.4179
12/12 [==============================] - 0s 2ms/step - loss: 0.4179
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.4366
12/12 [==============================] - 0s 2ms/step - loss: 0.4165
12/12 [==============================] - 0s 2ms/step - loss: 0.4165
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.4348
12/12 [==============================] - 0s 2ms/step - loss: 0.4150
12/12 [==============================] - 0s 2ms/step - loss: 0.4150
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.4326
12/12 [==============================] - 0s 2ms/step - loss: 0.4136
12/12 [==============================] - 0s 2ms/step - loss: 0.4136
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.4302
12/12 [==============================] - 0s 2ms/step - loss: 0.4123
12/12 [==============================] - 0s 2ms/step - loss: 0.4123
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.4284
12/12 [==============================] - 0s 2ms/step - loss: 0.4110
12/12 [==============================] - 0s 2ms/step - loss: 0.4110
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.4260
12/12 [==============================] - 0s 2ms/step - loss: 0.4098
12/12 [==============================] - 0s 2ms/step - loss: 0.4098
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.4238
12/12 [==============================] - 0s 2ms/step - loss: 0.4086
12/12 [==============================] - 0s 2ms/step - loss: 0.4086
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.4221
12/12 [==============================] - 0s 2ms/step - loss: 0.4074
12/12 [==============================] - 0s 2ms/step - loss: 0.4074
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.4196
12/12 [==============================] - 0s 2ms/step - loss: 0.4064
12/12 [==============================] - 0s 2ms/step - loss: 0.4064
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.4180
12/12 [==============================] - 0s 2ms/step - loss: 0.4053
12/12 [==============================] - 0s 2ms/step - loss: 0.4053
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.4155
12/12 [==============================] - 0s 2ms/step - loss: 0.4044
12/12 [==============================] - 0s 2ms/step - loss: 0.4044
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.4135
12/12 [==============================] - 0s 2ms/step - loss: 0.4036
12/12 [==============================] - 0s 2ms/step - loss: 0.4036
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.4116
12/12 [==============================] - 0s 2ms/step - loss: 0.4028
12/12 [==============================] - 0s 2ms/step - loss: 0.4028
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.4090
12/12 [==============================] - 0s 2ms/step - loss: 0.4022
12/12 [==============================] - 0s 2ms/step - loss: 0.4022
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.4082
12/12 [==============================] - 0s 2ms/step - loss: 0.4013
12/12 [==============================] - 0s 2ms/step - loss: 0.4013
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.4050
12/12 [==============================] - 0s 2ms/step - loss: 0.4009
12/12 [==============================] - 0s 2ms/step - loss: 0.4009
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.4048
12/12 [==============================] - 0s 2ms/step - loss: 0.4000
12/12 [==============================] - 0s 2ms/step - loss: 0.4000
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.4002
12/12 [==============================] - 0s 2ms/step - loss: 0.3999
12/12 [==============================] - 0s 2ms/step - loss: 0.3999
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.4005
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.3954
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.3987
12/12 [==============================] - 0s 2ms/step - loss: 0.3972
12/12 [==============================] - 0s 2ms/step - loss: 0.3972
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.3864
12/12 [==============================] - 0s 2ms/step - loss: 0.3993
12/12 [==============================] - 0s 2ms/step - loss: 0.3993
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.4013
12/12 [==============================] - 0s 2ms/step - loss: 0.3954
12/12 [==============================] - 0s 2ms/step - loss: 0.3954
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.3712
12/12 [==============================] - 0s 2ms/step - loss: 0.4060
12/12 [==============================] - 0s 2ms/step - loss: 0.4060
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.4226
12/12 [==============================] - 0s 2ms/step - loss: 0.3981
12/12 [==============================] - 0s 2ms/step - loss: 0.3981
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.3783
12/12 [==============================] - 0s 2ms/step - loss: 0.3969
12/12 [==============================] - 0s 2ms/step - loss: 0.3969
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.3812
12/12 [==============================] - 0s 2ms/step - loss: 0.3942
12/12 [==============================] - 0s 2ms/step - loss: 0.3942
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.3806
12/12 [==============================] - 0s 2ms/step - loss: 0.3934
12/12 [==============================] - 0s 2ms/step - loss: 0.3934
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.3652
12/12 [==============================] - 0s 2ms/step - loss: 0.3972
12/12 [==============================] - 0s 2ms/step - loss: 0.3972
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.3933
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.3518
12/12 [==============================] - 0s 2ms/step - loss: 0.4029
12/12 [==============================] - 0s 2ms/step - loss: 0.4029
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.4107
12/12 [==============================] - 0s 2ms/step - loss: 0.3947
12/12 [==============================] - 0s 2ms/step - loss: 0.3947
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.3520
12/12 [==============================] - 0s 2ms/step - loss: 0.3964
12/12 [==============================] - 0s 2ms/step - loss: 0.3964
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.3806
12/12 [==============================] - 0s 2ms/step - loss: 0.3907
12/12 [==============================] - 0s 2ms/step - loss: 0.3907
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.3438
12/12 [==============================] - 0s 2ms/step - loss: 0.3969
12/12 [==============================] - 0s 2ms/step - loss: 0.3969
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3911
12/12 [==============================] - 0s 2ms/step - loss: 0.3911
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.3401
12/12 [==============================] - 0s 2ms/step - loss: 0.3948
12/12 [==============================] - 0s 2ms/step - loss: 0.3948
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.3768
12/12 [==============================] - 0s 2ms/step - loss: 0.3892
12/12 [==============================] - 0s 2ms/step - loss: 0.3892
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.3319
12/12 [==============================] - 0s 2ms/step - loss: 0.3959
12/12 [==============================] - 0s 2ms/step - loss: 0.3959
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.3877
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.3278
12/12 [==============================] - 0s 2ms/step - loss: 0.3940
12/12 [==============================] - 0s 2ms/step - loss: 0.3940
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.3690
12/12 [==============================] - 0s 2ms/step - loss: 0.3878
12/12 [==============================] - 0s 2ms/step - loss: 0.3878
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.3219
12/12 [==============================] - 0s 2ms/step - loss: 0.3938
12/12 [==============================] - 0s 2ms/step - loss: 0.3938
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.3721
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.3169
12/12 [==============================] - 0s 2ms/step - loss: 0.3938
12/12 [==============================] - 0s 2ms/step - loss: 0.3938
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.3614
12/12 [==============================] - 0s 2ms/step - loss: 0.3862
12/12 [==============================] - 0s 2ms/step - loss: 0.3862
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.3121
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.3510
12/12 [==============================] - 0s 2ms/step - loss: 0.3849
12/12 [==============================] - 0s 2ms/step - loss: 0.3849
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.3069
12/12 [==============================] - 0s 2ms/step - loss: 0.3940
12/12 [==============================] - 0s 2ms/step - loss: 0.3940
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.3523
12/12 [==============================] - 0s 2ms/step - loss: 0.3845
12/12 [==============================] - 0s 2ms/step - loss: 0.3845
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.3038
12/12 [==============================] - 0s 2ms/step - loss: 0.3908
12/12 [==============================] - 0s 2ms/step - loss: 0.3908
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.3243
12/12 [==============================] - 0s 2ms/step - loss: 0.3823
12/12 [==============================] - 0s 2ms/step - loss: 0.3823
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.3009
12/12 [==============================] - 0s 2ms/step - loss: 0.3873
12/12 [==============================] - 0s 2ms/step - loss: 0.3873
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.3104
12/12 [==============================] - 0s 2ms/step - loss: 0.3818
12/12 [==============================] - 0s 2ms/step - loss: 0.3818
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.2983
12/12 [==============================] - 0s 2ms/step - loss: 0.3845
12/12 [==============================] - 0s 2ms/step - loss: 0.3845
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.2977
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.2953
12/12 [==============================] - 0s 2ms/step - loss: 0.3823
12/12 [==============================] - 0s 2ms/step - loss: 0.3823
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.2894
12/12 [==============================] - 0s 2ms/step - loss: 0.3841
12/12 [==============================] - 0s 2ms/step - loss: 0.3841
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.2925
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.2824
12/12 [==============================] - 0s 2ms/step - loss: 0.3849
12/12 [==============================] - 0s 2ms/step - loss: 0.3849
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.2754
12/12 [==============================] - 0s 2ms/step - loss: 0.3864
12/12 [==============================] - 0s 2ms/step - loss: 0.3864
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.2850
12/12 [==============================] - 0s 2ms/step - loss: 0.3782
12/12 [==============================] - 0s 2ms/step - loss: 0.3782
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.2688
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.2906
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.2638
12/12 [==============================] - 0s 2ms/step - loss: 0.3910
12/12 [==============================] - 0s 2ms/step - loss: 0.3910
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.2858
12/12 [==============================] - 0s 2ms/step - loss: 0.3762
12/12 [==============================] - 0s 2ms/step - loss: 0.3762
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.2613
12/12 [==============================] - 0s 2ms/step - loss: 0.3848
12/12 [==============================] - 0s 2ms/step - loss: 0.3848
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.2692
12/12 [==============================] - 0s 2ms/step - loss: 0.3757
12/12 [==============================] - 0s 2ms/step - loss: 0.3757
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.2599
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.2585
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.2554
12/12 [==============================] - 0s 2ms/step - loss: 0.3778
12/12 [==============================] - 0s 2ms/step - loss: 0.3778
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.2527
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.2492
12/12 [==============================] - 0s 2ms/step - loss: 0.3785
12/12 [==============================] - 0s 2ms/step - loss: 0.3785
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.2472
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.2449
12/12 [==============================] - 0s 2ms/step - loss: 0.3773
12/12 [==============================] - 0s 2ms/step - loss: 0.3773
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.2430
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.2406
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
12/12 [==============================] - 0s 2ms/step - loss: 0.3768
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.2389
12/12 [==============================] - 0s 2ms/step - loss: 0.3762
12/12 [==============================] - 0s 2ms/step - loss: 0.3762
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.2355
12/12 [==============================] - 0s 2ms/step - loss: 0.3774
12/12 [==============================] - 0s 2ms/step - loss: 0.3774
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.2372
12/12 [==============================] - 0s 2ms/step - loss: 0.3737
12/12 [==============================] - 0s 2ms/step - loss: 0.3737
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.2316
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.2365
12/12 [==============================] - 0s 2ms/step - loss: 0.3716
12/12 [==============================] - 0s 2ms/step - loss: 0.3716
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.2280
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.2364
12/12 [==============================] - 0s 2ms/step - loss: 0.3701
12/12 [==============================] - 0s 2ms/step - loss: 0.3701
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.2261
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.2312
12/12 [==============================] - 0s 2ms/step - loss: 0.3695
12/12 [==============================] - 0s 2ms/step - loss: 0.3695
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.2244
12/12 [==============================] - 0s 2ms/step - loss: 0.3729
12/12 [==============================] - 0s 2ms/step - loss: 0.3729
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.2255
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.2218
12/12 [==============================] - 0s 2ms/step - loss: 0.3712
12/12 [==============================] - 0s 2ms/step - loss: 0.3712
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.2217
12/12 [==============================] - 0s 2ms/step - loss: 0.3694
12/12 [==============================] - 0s 2ms/step - loss: 0.3694
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.2188
12/12 [==============================] - 0s 2ms/step - loss: 0.3707
12/12 [==============================] - 0s 2ms/step - loss: 0.3707
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.2190
12/12 [==============================] - 0s 2ms/step - loss: 0.3685
12/12 [==============================] - 0s 2ms/step - loss: 0.3685
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.2166
12/12 [==============================] - 0s 2ms/step - loss: 0.3698
12/12 [==============================] - 0s 2ms/step - loss: 0.3698
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.2167
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.2143
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.2151
12/12 [==============================] - 0s 2ms/step - loss: 0.3662
12/12 [==============================] - 0s 2ms/step - loss: 0.3662
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.2119
12/12 [==============================] - 0s 2ms/step - loss: 0.3689
12/12 [==============================] - 0s 2ms/step - loss: 0.3689
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.2134
12/12 [==============================] - 0s 2ms/step - loss: 0.3648
12/12 [==============================] - 0s 2ms/step - loss: 0.3648
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.2098
12/12 [==============================] - 0s 2ms/step - loss: 0.3678
12/12 [==============================] - 0s 2ms/step - loss: 0.3678
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.2125
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
12/12 [==============================] - 0s 2ms/step - loss: 0.3631
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.2082
12/12 [==============================] - 0s 2ms/step - loss: 0.3673
12/12 [==============================] - 0s 2ms/step - loss: 0.3673
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.2127
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.2075
12/12 [==============================] - 0s 2ms/step - loss: 0.3671
12/12 [==============================] - 0s 2ms/step - loss: 0.3671
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.2101
12/12 [==============================] - 0s 2ms/step - loss: 0.3602
12/12 [==============================] - 0s 2ms/step - loss: 0.3602
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.2063
12/12 [==============================] - 0s 2ms/step - loss: 0.3637
12/12 [==============================] - 0s 2ms/step - loss: 0.3637
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.2083
12/12 [==============================] - 0s 2ms/step - loss: 0.3591
12/12 [==============================] - 0s 2ms/step - loss: 0.3591
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.2056
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
12/12 [==============================] - 0s 2ms/step - loss: 0.3628
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.2071
12/12 [==============================] - 0s 2ms/step - loss: 0.3581
12/12 [==============================] - 0s 2ms/step - loss: 0.3581
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.2050
12/12 [==============================] - 0s 3ms/step - loss: 0.3618
12/12 [==============================] - 0s 3ms/step - loss: 0.3618
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.2061
12/12 [==============================] - 0s 2ms/step - loss: 0.3575
12/12 [==============================] - 0s 2ms/step - loss: 0.3575
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.2043
12/12 [==============================] - 0s 2ms/step - loss: 0.3605
12/12 [==============================] - 0s 2ms/step - loss: 0.3605
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.2048
12/12 [==============================] - 0s 2ms/step - loss: 0.3570
12/12 [==============================] - 0s 2ms/step - loss: 0.3570
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.2036
12/12 [==============================] - 0s 2ms/step - loss: 0.3593
12/12 [==============================] - 0s 2ms/step - loss: 0.3593
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.2039
12/12 [==============================] - 0s 2ms/step - loss: 0.3564
12/12 [==============================] - 0s 2ms/step - loss: 0.3564
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.2034
12/12 [==============================] - 0s 2ms/step - loss: 0.3588
12/12 [==============================] - 0s 2ms/step - loss: 0.3588
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.2043
12/12 [==============================] - 0s 2ms/step - loss: 0.3556
12/12 [==============================] - 0s 2ms/step - loss: 0.3556
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.2041
12/12 [==============================] - 0s 2ms/step - loss: 0.3592
12/12 [==============================] - 0s 2ms/step - loss: 0.3592
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.2033
12/12 [==============================] - 0s 2ms/step - loss: 0.3552
12/12 [==============================] - 0s 2ms/step - loss: 0.3552
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.2030
12/12 [==============================] - 0s 2ms/step - loss: 0.3575
12/12 [==============================] - 0s 2ms/step - loss: 0.3575
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.2023
12/12 [==============================] - 0s 2ms/step - loss: 0.3550
12/12 [==============================] - 0s 2ms/step - loss: 0.3550
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.2022
12/12 [==============================] - 0s 2ms/step - loss: 0.3565
12/12 [==============================] - 0s 2ms/step - loss: 0.3565
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.2018
12/12 [==============================] - 0s 2ms/step - loss: 0.3546
12/12 [==============================] - 0s 2ms/step - loss: 0.3546
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.2019
12/12 [==============================] - 0s 2ms/step - loss: 0.3561
12/12 [==============================] - 0s 2ms/step - loss: 0.3561
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.2021
12/12 [==============================] - 0s 2ms/step - loss: 0.3540
12/12 [==============================] - 0s 2ms/step - loss: 0.3540
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.2037
12/12 [==============================] - 0s 2ms/step - loss: 0.3570
12/12 [==============================] - 0s 2ms/step - loss: 0.3570
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.2023
12/12 [==============================] - 0s 2ms/step - loss: 0.3532
12/12 [==============================] - 0s 2ms/step - loss: 0.3532
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.2035
12/12 [==============================] - 0s 2ms/step - loss: 0.3560
12/12 [==============================] - 0s 2ms/step - loss: 0.3560
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.2018
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.2026
12/12 [==============================] - 0s 2ms/step - loss: 0.3549
12/12 [==============================] - 0s 2ms/step - loss: 0.3549
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.2019
12/12 [==============================] - 0s 2ms/step - loss: 0.3525
12/12 [==============================] - 0s 2ms/step - loss: 0.3525
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.2035
12/12 [==============================] - 0s 2ms/step - loss: 0.3550
12/12 [==============================] - 0s 2ms/step - loss: 0.3550
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.2020
12/12 [==============================] - 0s 2ms/step - loss: 0.3523
12/12 [==============================] - 0s 2ms/step - loss: 0.3523
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.2039
12/12 [==============================] - 0s 2ms/step - loss: 0.3547
12/12 [==============================] - 0s 2ms/step - loss: 0.3547
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.2018
12/12 [==============================] - 0s 2ms/step - loss: 0.3521
12/12 [==============================] - 0s 2ms/step - loss: 0.3521
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.2038
12/12 [==============================] - 0s 2ms/step - loss: 0.3542
12/12 [==============================] - 0s 2ms/step - loss: 0.3542
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.2018
12/12 [==============================] - 0s 2ms/step - loss: 0.3518
12/12 [==============================] - 0s 2ms/step - loss: 0.3518
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.2037
12/12 [==============================] - 0s 2ms/step - loss: 0.3538
12/12 [==============================] - 0s 2ms/step - loss: 0.3538
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.2020
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.2046
12/12 [==============================] - 0s 2ms/step - loss: 0.3540
12/12 [==============================] - 0s 2ms/step - loss: 0.3540
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.2015
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.2033
12/12 [==============================] - 0s 2ms/step - loss: 0.3531
12/12 [==============================] - 0s 2ms/step - loss: 0.3531
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.2024
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.2067
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.2010
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.2008
12/12 [==============================] - 0s 2ms/step - loss: 0.3514
12/12 [==============================] - 0s 2ms/step - loss: 0.3514
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.2008
12/12 [==============================] - 0s 2ms/step - loss: 0.3509
12/12 [==============================] - 0s 2ms/step - loss: 0.3509
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.2034
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.2023
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.2076
12/12 [==============================] - 0s 2ms/step - loss: 0.3539
12/12 [==============================] - 0s 2ms/step - loss: 0.3539
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.2011
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.2017
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.2029
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.2095
12/12 [==============================] - 0s 2ms/step - loss: 0.3540
12/12 [==============================] - 0s 2ms/step - loss: 0.3540
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.2008
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.2025
12/12 [==============================] - 0s 2ms/step - loss: 0.3492
12/12 [==============================] - 0s 2ms/step - loss: 0.3492
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.2097
12/12 [==============================] - 0s 2ms/step - loss: 0.3534
12/12 [==============================] - 0s 2ms/step - loss: 0.3534
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.2009
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.2026
12/12 [==============================] - 0s 2ms/step - loss: 0.3489
12/12 [==============================] - 0s 2ms/step - loss: 0.3489
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.2100
12/12 [==============================] - 0s 2ms/step - loss: 0.3531
12/12 [==============================] - 0s 2ms/step - loss: 0.3531
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.2012
12/12 [==============================] - 0s 2ms/step - loss: 0.3507
12/12 [==============================] - 0s 2ms/step - loss: 0.3507
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.2050
12/12 [==============================] - 0s 2ms/step - loss: 0.3485
12/12 [==============================] - 0s 2ms/step - loss: 0.3485
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.2138
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.2055
12/12 [==============================] - 0s 2ms/step - loss: 0.3522
12/12 [==============================] - 0s 2ms/step - loss: 0.3522
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.2068
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.2135
12/12 [==============================] - 0s 2ms/step - loss: 0.3534
12/12 [==============================] - 0s 2ms/step - loss: 0.3534
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.2057
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.2055
12/12 [==============================] - 0s 2ms/step - loss: 0.3478
12/12 [==============================] - 0s 2ms/step - loss: 0.3478
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.2120
12/12 [==============================] - 0s 2ms/step - loss: 0.3521
12/12 [==============================] - 0s 2ms/step - loss: 0.3521
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.2041
12/12 [==============================] - 0s 2ms/step - loss: 0.3510
12/12 [==============================] - 0s 2ms/step - loss: 0.3510
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.2063
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.2132
12/12 [==============================] - 0s 2ms/step - loss: 0.3523
12/12 [==============================] - 0s 2ms/step - loss: 0.3523
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.2055
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.2059
12/12 [==============================] - 0s 2ms/step - loss: 0.3473
12/12 [==============================] - 0s 2ms/step - loss: 0.3473
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.2128
12/12 [==============================] - 0s 2ms/step - loss: 0.3517
12/12 [==============================] - 0s 2ms/step - loss: 0.3517
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.2051
12/12 [==============================] - 0s 2ms/step - loss: 0.3506
12/12 [==============================] - 0s 2ms/step - loss: 0.3506
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.2055
12/12 [==============================] - 0s 2ms/step - loss: 0.3471
12/12 [==============================] - 0s 2ms/step - loss: 0.3471
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.2123
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.2047
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.2062
12/12 [==============================] - 0s 2ms/step - loss: 0.3468
12/12 [==============================] - 0s 2ms/step - loss: 0.3468
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.2138
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.2064
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.2053
12/12 [==============================] - 0s 2ms/step - loss: 0.3466
12/12 [==============================] - 0s 2ms/step - loss: 0.3466
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.2119
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.2042
12/12 [==============================] - 0s 2ms/step - loss: 0.3495
12/12 [==============================] - 0s 2ms/step - loss: 0.3495
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.2054
12/12 [==============================] - 0s 2ms/step - loss: 0.3463
12/12 [==============================] - 0s 2ms/step - loss: 0.3463
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.2133
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.2056
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.2065
12/12 [==============================] - 0s 2ms/step - loss: 0.3461
12/12 [==============================] - 0s 2ms/step - loss: 0.3461
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.2150
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
12/12 [==============================] - 0s 2ms/step - loss: 0.3511
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.2076
12/12 [==============================] - 0s 2ms/step - loss: 0.3500
12/12 [==============================] - 0s 2ms/step - loss: 0.3500
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.2045
12/12 [==============================] - 0s 2ms/step - loss: 0.3459
12/12 [==============================] - 0s 2ms/step - loss: 0.3459
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.2109
12/12 [==============================] - 0s 2ms/step - loss: 0.3493
12/12 [==============================] - 0s 2ms/step - loss: 0.3493
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.2030
12/12 [==============================] - 0s 2ms/step - loss: 0.3482
12/12 [==============================] - 0s 2ms/step - loss: 0.3482
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.2042
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.2127
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.2039
12/12 [==============================] - 0s 2ms/step - loss: 0.3486
12/12 [==============================] - 0s 2ms/step - loss: 0.3486
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.2086
12/12 [==============================] - 0s 2ms/step - loss: 0.3455
12/12 [==============================] - 0s 2ms/step - loss: 0.3455
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.2195
12/12 [==============================] - 0s 2ms/step - loss: 0.3531
12/12 [==============================] - 0s 2ms/step - loss: 0.3531
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.2124
12/12 [==============================] - 0s 2ms/step - loss: 0.3517
12/12 [==============================] - 0s 2ms/step - loss: 0.3517
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.2021
12/12 [==============================] - 0s 2ms/step - loss: 0.3456
12/12 [==============================] - 0s 2ms/step - loss: 0.3456
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.2030
12/12 [==============================] - 0s 2ms/step - loss: 0.3465
12/12 [==============================] - 0s 2ms/step - loss: 0.3465
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.2028
12/12 [==============================] - 0s 2ms/step - loss: 0.3458
12/12 [==============================] - 0s 2ms/step - loss: 0.3458
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.2116
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.2021
12/12 [==============================] - 0s 2ms/step - loss: 0.3470
12/12 [==============================] - 0s 2ms/step - loss: 0.3470
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.4039
12/12 [==============================] - 0s 2ms/step - loss: 0.9090
12/12 [==============================] - 0s 2ms/step - loss: 0.9090
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.3952
12/12 [==============================] - 0s 2ms/step - loss: 0.9067
12/12 [==============================] - 0s 2ms/step - loss: 0.9067
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.3944
12/12 [==============================] - 0s 2ms/step - loss: 0.9060
12/12 [==============================] - 0s 2ms/step - loss: 0.9060
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.3942
12/12 [==============================] - 0s 2ms/step - loss: 0.9053
12/12 [==============================] - 0s 2ms/step - loss: 0.9053
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.3940
12/12 [==============================] - 0s 2ms/step - loss: 0.9046
12/12 [==============================] - 0s 2ms/step - loss: 0.9046
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.3937
12/12 [==============================] - 0s 2ms/step - loss: 0.9039
12/12 [==============================] - 0s 2ms/step - loss: 0.9039
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.3932
12/12 [==============================] - 0s 2ms/step - loss: 0.9030
12/12 [==============================] - 0s 2ms/step - loss: 0.9030
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.3926
12/12 [==============================] - 0s 2ms/step - loss: 0.9020
12/12 [==============================] - 0s 2ms/step - loss: 0.9020
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.3919
12/12 [==============================] - 0s 2ms/step - loss: 0.9008
12/12 [==============================] - 0s 2ms/step - loss: 0.9008
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.3909
12/12 [==============================] - 0s 2ms/step - loss: 0.8993
12/12 [==============================] - 0s 2ms/step - loss: 0.8993
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.3896
12/12 [==============================] - 0s 2ms/step - loss: 0.8974
12/12 [==============================] - 0s 2ms/step - loss: 0.8974
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.3879
12/12 [==============================] - 0s 2ms/step - loss: 0.8949
12/12 [==============================] - 0s 2ms/step - loss: 0.8949
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.3857
12/12 [==============================] - 0s 2ms/step - loss: 0.8917
12/12 [==============================] - 0s 2ms/step - loss: 0.8917
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.3825
12/12 [==============================] - 0s 2ms/step - loss: 0.8878
12/12 [==============================] - 0s 2ms/step - loss: 0.8878
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.3781
12/12 [==============================] - 0s 2ms/step - loss: 0.8831
12/12 [==============================] - 0s 2ms/step - loss: 0.8831
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.3718
12/12 [==============================] - 0s 2ms/step - loss: 0.8776
12/12 [==============================] - 0s 2ms/step - loss: 0.8776
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.3632
12/12 [==============================] - 0s 2ms/step - loss: 0.8711
12/12 [==============================] - 0s 2ms/step - loss: 0.8711
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.3525
12/12 [==============================] - 0s 2ms/step - loss: 0.8635
12/12 [==============================] - 0s 2ms/step - loss: 0.8635
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.3416
12/12 [==============================] - 0s 2ms/step - loss: 0.8546
12/12 [==============================] - 0s 2ms/step - loss: 0.8546
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.3326
12/12 [==============================] - 0s 2ms/step - loss: 0.8450
12/12 [==============================] - 0s 2ms/step - loss: 0.8450
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.3266
12/12 [==============================] - 0s 2ms/step - loss: 0.8350
12/12 [==============================] - 0s 2ms/step - loss: 0.8350
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.3235
12/12 [==============================] - 0s 2ms/step - loss: 0.8252
12/12 [==============================] - 0s 2ms/step - loss: 0.8252
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.3226
12/12 [==============================] - 0s 2ms/step - loss: 0.8160
12/12 [==============================] - 0s 2ms/step - loss: 0.8160
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.3228
12/12 [==============================] - 0s 2ms/step - loss: 0.8074
12/12 [==============================] - 0s 2ms/step - loss: 0.8074
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.3228
12/12 [==============================] - 0s 2ms/step - loss: 0.7995
12/12 [==============================] - 0s 2ms/step - loss: 0.7995
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.3223
12/12 [==============================] - 0s 2ms/step - loss: 0.7919
12/12 [==============================] - 0s 2ms/step - loss: 0.7919
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.3220
12/12 [==============================] - 0s 2ms/step - loss: 0.7847
12/12 [==============================] - 0s 2ms/step - loss: 0.7847
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.3222
12/12 [==============================] - 0s 2ms/step - loss: 0.7776
12/12 [==============================] - 0s 2ms/step - loss: 0.7776
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.3229
12/12 [==============================] - 0s 2ms/step - loss: 0.7708
12/12 [==============================] - 0s 2ms/step - loss: 0.7708
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.3228
12/12 [==============================] - 0s 2ms/step - loss: 0.7644
12/12 [==============================] - 0s 2ms/step - loss: 0.7644
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.3230
12/12 [==============================] - 0s 2ms/step - loss: 0.7581
12/12 [==============================] - 0s 2ms/step - loss: 0.7581
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.3241
12/12 [==============================] - 0s 2ms/step - loss: 0.7523
12/12 [==============================] - 0s 2ms/step - loss: 0.7523
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.3249
12/12 [==============================] - 0s 2ms/step - loss: 0.7470
12/12 [==============================] - 0s 2ms/step - loss: 0.7470
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.3251
12/12 [==============================] - 0s 2ms/step - loss: 0.7423
12/12 [==============================] - 0s 2ms/step - loss: 0.7423
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.3260
12/12 [==============================] - 0s 2ms/step - loss: 0.7381
12/12 [==============================] - 0s 2ms/step - loss: 0.7381
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.3262
12/12 [==============================] - 0s 2ms/step - loss: 0.7344
12/12 [==============================] - 0s 2ms/step - loss: 0.7344
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.3270
12/12 [==============================] - 0s 2ms/step - loss: 0.7311
12/12 [==============================] - 0s 2ms/step - loss: 0.7311
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.3279
12/12 [==============================] - 0s 2ms/step - loss: 0.7282
12/12 [==============================] - 0s 2ms/step - loss: 0.7282
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.3280
12/12 [==============================] - 0s 2ms/step - loss: 0.7255
12/12 [==============================] - 0s 2ms/step - loss: 0.7255
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.3294
12/12 [==============================] - 0s 2ms/step - loss: 0.7230
12/12 [==============================] - 0s 2ms/step - loss: 0.7230
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.3307
12/12 [==============================] - 0s 2ms/step - loss: 0.7207
12/12 [==============================] - 0s 2ms/step - loss: 0.7207
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.3319
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
12/12 [==============================] - 0s 2ms/step - loss: 0.7186
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.3324
12/12 [==============================] - 0s 2ms/step - loss: 0.7167
12/12 [==============================] - 0s 2ms/step - loss: 0.7167
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.3332
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
12/12 [==============================] - 0s 2ms/step - loss: 0.7150
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.3333
12/12 [==============================] - 0s 2ms/step - loss: 0.7135
12/12 [==============================] - 0s 2ms/step - loss: 0.7135
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.3335
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
12/12 [==============================] - 0s 2ms/step - loss: 0.7120
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.3334
12/12 [==============================] - 0s 2ms/step - loss: 0.7107
12/12 [==============================] - 0s 2ms/step - loss: 0.7107
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.3327
12/12 [==============================] - 0s 2ms/step - loss: 0.7094
12/12 [==============================] - 0s 2ms/step - loss: 0.7094
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.3319
12/12 [==============================] - 0s 2ms/step - loss: 0.7081
12/12 [==============================] - 0s 2ms/step - loss: 0.7081
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.3310
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
12/12 [==============================] - 0s 2ms/step - loss: 0.7069
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.3298
12/12 [==============================] - 0s 2ms/step - loss: 0.7057
12/12 [==============================] - 0s 2ms/step - loss: 0.7057
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.3282
12/12 [==============================] - 0s 2ms/step - loss: 0.7046
12/12 [==============================] - 0s 2ms/step - loss: 0.7046
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.3268
12/12 [==============================] - 0s 2ms/step - loss: 0.7034
12/12 [==============================] - 0s 2ms/step - loss: 0.7034
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.3258
12/12 [==============================] - 0s 2ms/step - loss: 0.7023
12/12 [==============================] - 0s 2ms/step - loss: 0.7023
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.3239
12/12 [==============================] - 0s 2ms/step - loss: 0.7013
12/12 [==============================] - 0s 2ms/step - loss: 0.7013
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.3214
12/12 [==============================] - 0s 2ms/step - loss: 0.7003
12/12 [==============================] - 0s 2ms/step - loss: 0.7003
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.3191
12/12 [==============================] - 0s 2ms/step - loss: 0.6992
12/12 [==============================] - 0s 2ms/step - loss: 0.6992
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.3172
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
12/12 [==============================] - 0s 2ms/step - loss: 0.6982
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.3146
12/12 [==============================] - 0s 2ms/step - loss: 0.6973
12/12 [==============================] - 0s 2ms/step - loss: 0.6973
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.3114
12/12 [==============================] - 0s 2ms/step - loss: 0.6962
12/12 [==============================] - 0s 2ms/step - loss: 0.6962
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.3084
12/12 [==============================] - 0s 2ms/step - loss: 0.6951
12/12 [==============================] - 0s 2ms/step - loss: 0.6951
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.3069
12/12 [==============================] - 0s 2ms/step - loss: 0.6940
12/12 [==============================] - 0s 2ms/step - loss: 0.6940
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.3041
12/12 [==============================] - 0s 2ms/step - loss: 0.6930
12/12 [==============================] - 0s 2ms/step - loss: 0.6930
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.3007
12/12 [==============================] - 0s 2ms/step - loss: 0.6919
12/12 [==============================] - 0s 2ms/step - loss: 0.6919
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.2968
12/12 [==============================] - 0s 2ms/step - loss: 0.6907
12/12 [==============================] - 0s 2ms/step - loss: 0.6907
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.2934
12/12 [==============================] - 0s 2ms/step - loss: 0.6896
12/12 [==============================] - 0s 2ms/step - loss: 0.6896
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.2909
12/12 [==============================] - 0s 2ms/step - loss: 0.6885
12/12 [==============================] - 0s 2ms/step - loss: 0.6885
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.2878
12/12 [==============================] - 0s 2ms/step - loss: 0.6874
12/12 [==============================] - 0s 2ms/step - loss: 0.6874
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.2837
12/12 [==============================] - 0s 2ms/step - loss: 0.6863
12/12 [==============================] - 0s 2ms/step - loss: 0.6863
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.2804
12/12 [==============================] - 0s 2ms/step - loss: 0.6852
12/12 [==============================] - 0s 2ms/step - loss: 0.6852
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.2770
12/12 [==============================] - 0s 2ms/step - loss: 0.6841
12/12 [==============================] - 0s 2ms/step - loss: 0.6841
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.2730
12/12 [==============================] - 0s 2ms/step - loss: 0.6830
12/12 [==============================] - 0s 2ms/step - loss: 0.6830
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.2682
12/12 [==============================] - 0s 2ms/step - loss: 0.6819
12/12 [==============================] - 0s 2ms/step - loss: 0.6819
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.2636
12/12 [==============================] - 0s 2ms/step - loss: 0.6807
12/12 [==============================] - 0s 2ms/step - loss: 0.6807
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.2594
12/12 [==============================] - 0s 2ms/step - loss: 0.6797
12/12 [==============================] - 0s 2ms/step - loss: 0.6797
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.2549
12/12 [==============================] - 0s 2ms/step - loss: 0.6786
12/12 [==============================] - 0s 2ms/step - loss: 0.6786
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.2509
12/12 [==============================] - 0s 2ms/step - loss: 0.6774
12/12 [==============================] - 0s 2ms/step - loss: 0.6774
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.2467
12/12 [==============================] - 0s 2ms/step - loss: 0.6763
12/12 [==============================] - 0s 2ms/step - loss: 0.6763
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.2427
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
12/12 [==============================] - 0s 2ms/step - loss: 0.6752
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.2374
12/12 [==============================] - 0s 2ms/step - loss: 0.6741
12/12 [==============================] - 0s 2ms/step - loss: 0.6741
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.2334
12/12 [==============================] - 0s 2ms/step - loss: 0.6729
12/12 [==============================] - 0s 2ms/step - loss: 0.6729
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.2291
12/12 [==============================] - 0s 2ms/step - loss: 0.6718
12/12 [==============================] - 0s 2ms/step - loss: 0.6718
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.2249
12/12 [==============================] - 0s 2ms/step - loss: 0.6706
12/12 [==============================] - 0s 2ms/step - loss: 0.6706
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.2202
12/12 [==============================] - 0s 2ms/step - loss: 0.6694
12/12 [==============================] - 0s 2ms/step - loss: 0.6694
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.2157
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.2109
12/12 [==============================] - 0s 2ms/step - loss: 0.6670
12/12 [==============================] - 0s 2ms/step - loss: 0.6670
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.2063
12/12 [==============================] - 0s 2ms/step - loss: 0.6659
12/12 [==============================] - 0s 2ms/step - loss: 0.6659
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.2009
12/12 [==============================] - 0s 2ms/step - loss: 0.6649
12/12 [==============================] - 0s 2ms/step - loss: 0.6649
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1957
12/12 [==============================] - 0s 2ms/step - loss: 0.6638
12/12 [==============================] - 0s 2ms/step - loss: 0.6638
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1914
12/12 [==============================] - 0s 2ms/step - loss: 0.6627
12/12 [==============================] - 0s 2ms/step - loss: 0.6627
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1860
12/12 [==============================] - 0s 2ms/step - loss: 0.6616
12/12 [==============================] - 0s 3ms/step - loss: 0.6616
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1819
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
12/12 [==============================] - 0s 2ms/step - loss: 0.6605
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1774
12/12 [==============================] - 0s 2ms/step - loss: 0.6595
12/12 [==============================] - 0s 2ms/step - loss: 0.6595
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1724
12/12 [==============================] - 0s 2ms/step - loss: 0.6584
12/12 [==============================] - 0s 2ms/step - loss: 0.6584
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1684
12/12 [==============================] - 0s 2ms/step - loss: 0.6573
12/12 [==============================] - 0s 2ms/step - loss: 0.6573
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1639
12/12 [==============================] - 0s 2ms/step - loss: 0.6564
12/12 [==============================] - 0s 2ms/step - loss: 0.6564
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1582
12/12 [==============================] - 0s 2ms/step - loss: 0.6554
12/12 [==============================] - 0s 2ms/step - loss: 0.6554
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1539
12/12 [==============================] - 0s 2ms/step - loss: 0.6543
12/12 [==============================] - 0s 2ms/step - loss: 0.6543
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1491
12/12 [==============================] - 0s 2ms/step - loss: 0.6534
12/12 [==============================] - 0s 2ms/step - loss: 0.6534
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1442
12/12 [==============================] - 0s 2ms/step - loss: 0.6525
12/12 [==============================] - 0s 2ms/step - loss: 0.6525
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1389
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
12/12 [==============================] - 0s 2ms/step - loss: 0.6517
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1333
12/12 [==============================] - 0s 2ms/step - loss: 0.6508
12/12 [==============================] - 0s 2ms/step - loss: 0.6508
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1288
12/12 [==============================] - 0s 2ms/step - loss: 0.6500
12/12 [==============================] - 0s 2ms/step - loss: 0.6500
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1249
12/12 [==============================] - 0s 2ms/step - loss: 0.6491
12/12 [==============================] - 0s 2ms/step - loss: 0.6491
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1209
12/12 [==============================] - 0s 2ms/step - loss: 0.6482
12/12 [==============================] - 0s 2ms/step - loss: 0.6482
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1170
12/12 [==============================] - 0s 2ms/step - loss: 0.6474
12/12 [==============================] - 0s 2ms/step - loss: 0.6474
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1132
12/12 [==============================] - 0s 2ms/step - loss: 0.6465
12/12 [==============================] - 0s 2ms/step - loss: 0.6465
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1097
12/12 [==============================] - 0s 2ms/step - loss: 0.6458
12/12 [==============================] - 0s 2ms/step - loss: 0.6458
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1052
12/12 [==============================] - 0s 2ms/step - loss: 0.6451
12/12 [==============================] - 0s 2ms/step - loss: 0.6451
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1013
12/12 [==============================] - 0s 2ms/step - loss: 0.6444
12/12 [==============================] - 0s 2ms/step - loss: 0.6444
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.0981
12/12 [==============================] - 0s 2ms/step - loss: 0.6436
12/12 [==============================] - 0s 2ms/step - loss: 0.6436
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.0944
12/12 [==============================] - 0s 2ms/step - loss: 0.6430
12/12 [==============================] - 0s 2ms/step - loss: 0.6430
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.0908
12/12 [==============================] - 0s 2ms/step - loss: 0.6424
12/12 [==============================] - 0s 2ms/step - loss: 0.6424
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.0877
12/12 [==============================] - 0s 2ms/step - loss: 0.6417
12/12 [==============================] - 0s 2ms/step - loss: 0.6417
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.0849
12/12 [==============================] - 0s 2ms/step - loss: 0.6409
12/12 [==============================] - 0s 2ms/step - loss: 0.6409
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.0818
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.0798
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.0768
12/12 [==============================] - 0s 2ms/step - loss: 0.6380
12/12 [==============================] - 0s 2ms/step - loss: 0.6380
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.0739
12/12 [==============================] - 0s 2ms/step - loss: 0.6370
12/12 [==============================] - 0s 2ms/step - loss: 0.6370
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.0721
12/12 [==============================] - 0s 2ms/step - loss: 0.6351
12/12 [==============================] - 0s 2ms/step - loss: 0.6351
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.0691
12/12 [==============================] - 0s 2ms/step - loss: 0.6342
12/12 [==============================] - 0s 2ms/step - loss: 0.6342
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.0681
12/12 [==============================] - 0s 2ms/step - loss: 0.6316
12/12 [==============================] - 0s 2ms/step - loss: 0.6316
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.0644
12/12 [==============================] - 0s 2ms/step - loss: 0.6336
12/12 [==============================] - 0s 2ms/step - loss: 0.6336
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.0653
12/12 [==============================] - 0s 2ms/step - loss: 0.6283
12/12 [==============================] - 0s 2ms/step - loss: 0.6283
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.0590
12/12 [==============================] - 0s 2ms/step - loss: 0.6360
12/12 [==============================] - 0s 2ms/step - loss: 0.6360
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.0592
12/12 [==============================] - 0s 2ms/step - loss: 0.6266
12/12 [==============================] - 0s 2ms/step - loss: 0.6266
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.0579
12/12 [==============================] - 0s 2ms/step - loss: 0.6321
12/12 [==============================] - 0s 2ms/step - loss: 0.6321
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.0572
12/12 [==============================] - 0s 2ms/step - loss: 0.6257
12/12 [==============================] - 0s 2ms/step - loss: 0.6257
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.0526
12/12 [==============================] - 0s 2ms/step - loss: 0.6339
12/12 [==============================] - 0s 2ms/step - loss: 0.6339
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.0549
12/12 [==============================] - 0s 2ms/step - loss: 0.6251
12/12 [==============================] - 0s 2ms/step - loss: 0.6251
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.0514
12/12 [==============================] - 0s 2ms/step - loss: 0.6304
12/12 [==============================] - 0s 2ms/step - loss: 0.6304
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.0539
12/12 [==============================] - 0s 2ms/step - loss: 0.6252
12/12 [==============================] - 0s 2ms/step - loss: 0.6252
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.0512
12/12 [==============================] - 0s 2ms/step - loss: 0.6292
12/12 [==============================] - 0s 2ms/step - loss: 0.6292
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.0519
12/12 [==============================] - 0s 2ms/step - loss: 0.6253
12/12 [==============================] - 0s 2ms/step - loss: 0.6253
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.0514
12/12 [==============================] - 0s 2ms/step - loss: 0.6279
12/12 [==============================] - 0s 2ms/step - loss: 0.6279
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.0513
12/12 [==============================] - 0s 2ms/step - loss: 0.6255
12/12 [==============================] - 0s 2ms/step - loss: 0.6255
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.0520
12/12 [==============================] - 0s 2ms/step - loss: 0.6263
12/12 [==============================] - 0s 2ms/step - loss: 0.6263
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.0498
12/12 [==============================] - 0s 2ms/step - loss: 0.6257
12/12 [==============================] - 0s 2ms/step - loss: 0.6257
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.0522
12/12 [==============================] - 0s 2ms/step - loss: 0.6259
12/12 [==============================] - 0s 2ms/step - loss: 0.6259
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.0504
12/12 [==============================] - 0s 2ms/step - loss: 0.6258
12/12 [==============================] - 0s 2ms/step - loss: 0.6258
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.0519
12/12 [==============================] - 0s 2ms/step - loss: 0.6260
12/12 [==============================] - 0s 2ms/step - loss: 0.6260
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.0487
12/12 [==============================] - 0s 2ms/step - loss: 0.6257
12/12 [==============================] - 0s 2ms/step - loss: 0.6257
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.0517
12/12 [==============================] - 0s 2ms/step - loss: 0.6259
12/12 [==============================] - 0s 2ms/step - loss: 0.6259
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.0485
12/12 [==============================] - 0s 2ms/step - loss: 0.6256
12/12 [==============================] - 0s 2ms/step - loss: 0.6256
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.0488
12/12 [==============================] - 0s 2ms/step - loss: 0.6255
12/12 [==============================] - 0s 2ms/step - loss: 0.6255
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.0485
12/12 [==============================] - 0s 2ms/step - loss: 0.6253
12/12 [==============================] - 0s 2ms/step - loss: 0.6253
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.0483
12/12 [==============================] - 0s 2ms/step - loss: 0.6252
12/12 [==============================] - 0s 2ms/step - loss: 0.6252
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.0481
12/12 [==============================] - 0s 2ms/step - loss: 0.6250
12/12 [==============================] - 0s 2ms/step - loss: 0.6250
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.0478
12/12 [==============================] - 0s 2ms/step - loss: 0.6248
12/12 [==============================] - 0s 2ms/step - loss: 0.6248
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.0474
12/12 [==============================] - 0s 2ms/step - loss: 0.6246
12/12 [==============================] - 0s 2ms/step - loss: 0.6246
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.0473
12/12 [==============================] - 0s 2ms/step - loss: 0.6244
12/12 [==============================] - 0s 2ms/step - loss: 0.6244
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.0467
12/12 [==============================] - 0s 2ms/step - loss: 0.6242
12/12 [==============================] - 0s 2ms/step - loss: 0.6242
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.0470
12/12 [==============================] - 0s 2ms/step - loss: 0.6240
12/12 [==============================] - 0s 2ms/step - loss: 0.6240
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.0465
12/12 [==============================] - 0s 2ms/step - loss: 0.6238
12/12 [==============================] - 0s 2ms/step - loss: 0.6238
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.0462
12/12 [==============================] - 0s 2ms/step - loss: 0.6235
12/12 [==============================] - 0s 2ms/step - loss: 0.6235
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.0463
12/12 [==============================] - 0s 2ms/step - loss: 0.6234
12/12 [==============================] - 0s 2ms/step - loss: 0.6234
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.0461
12/12 [==============================] - 0s 2ms/step - loss: 0.6231
12/12 [==============================] - 0s 2ms/step - loss: 0.6231
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.0471
12/12 [==============================] - 0s 2ms/step - loss: 0.6230
12/12 [==============================] - 0s 2ms/step - loss: 0.6230
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.0451
12/12 [==============================] - 0s 2ms/step - loss: 0.6230
12/12 [==============================] - 0s 2ms/step - loss: 0.6230
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.0479
12/12 [==============================] - 0s 2ms/step - loss: 0.6229
12/12 [==============================] - 0s 2ms/step - loss: 0.6229
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.0451
12/12 [==============================] - 0s 2ms/step - loss: 0.6233
12/12 [==============================] - 0s 2ms/step - loss: 0.6233
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.0482
12/12 [==============================] - 0s 2ms/step - loss: 0.6231
12/12 [==============================] - 0s 2ms/step - loss: 0.6231
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.0445
12/12 [==============================] - 0s 2ms/step - loss: 0.6253
12/12 [==============================] - 0s 2ms/step - loss: 0.6253
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.0502
12/12 [==============================] - 0s 2ms/step - loss: 0.6241
12/12 [==============================] - 0s 2ms/step - loss: 0.6241
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.0429
12/12 [==============================] - 0s 2ms/step - loss: 0.6293
12/12 [==============================] - 0s 2ms/step - loss: 0.6293
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.0501
12/12 [==============================] - 0s 2ms/step - loss: 0.6258
12/12 [==============================] - 0s 2ms/step - loss: 0.6258
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.0440
12/12 [==============================] - 0s 2ms/step - loss: 0.6209
12/12 [==============================] - 0s 2ms/step - loss: 0.6209
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.0427
12/12 [==============================] - 0s 2ms/step - loss: 0.6214
12/12 [==============================] - 0s 2ms/step - loss: 0.6214
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.0454
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.0435
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.0452
12/12 [==============================] - 0s 2ms/step - loss: 0.6199
12/12 [==============================] - 0s 2ms/step - loss: 0.6199
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.0452
12/12 [==============================] - 0s 2ms/step - loss: 0.6203
12/12 [==============================] - 0s 2ms/step - loss: 0.6203
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.0459
12/12 [==============================] - 0s 2ms/step - loss: 0.6196
12/12 [==============================] - 0s 2ms/step - loss: 0.6196
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.0460
12/12 [==============================] - 0s 2ms/step - loss: 0.6220
12/12 [==============================] - 0s 2ms/step - loss: 0.6220
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.0492
12/12 [==============================] - 0s 2ms/step - loss: 0.6196
12/12 [==============================] - 0s 2ms/step - loss: 0.6196
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.0448
12/12 [==============================] - 0s 2ms/step - loss: 0.6273
12/12 [==============================] - 0s 2ms/step - loss: 0.6273
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.0523
12/12 [==============================] - 0s 2ms/step - loss: 0.6220
12/12 [==============================] - 0s 2ms/step - loss: 0.6220
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.0431
12/12 [==============================] - 0s 2ms/step - loss: 0.6334
12/12 [==============================] - 0s 2ms/step - loss: 0.6334
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.0457
12/12 [==============================] - 0s 2ms/step - loss: 0.6190
12/12 [==============================] - 0s 2ms/step - loss: 0.6190
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.0435
12/12 [==============================] - 0s 2ms/step - loss: 0.6217
12/12 [==============================] - 0s 2ms/step - loss: 0.6217
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.0493
12/12 [==============================] - 0s 2ms/step - loss: 0.6195
12/12 [==============================] - 0s 2ms/step - loss: 0.6195
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.0420
12/12 [==============================] - 0s 2ms/step - loss: 0.6338
12/12 [==============================] - 0s 2ms/step - loss: 0.6338
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.0446
12/12 [==============================] - 0s 2ms/step - loss: 0.6155
12/12 [==============================] - 0s 2ms/step - loss: 0.6155
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.0430
12/12 [==============================] - 0s 2ms/step - loss: 0.6184
12/12 [==============================] - 0s 2ms/step - loss: 0.6184
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.0467
12/12 [==============================] - 0s 2ms/step - loss: 0.6161
12/12 [==============================] - 0s 2ms/step - loss: 0.6161
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.0424
12/12 [==============================] - 0s 2ms/step - loss: 0.6318
12/12 [==============================] - 0s 2ms/step - loss: 0.6318
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.0427
12/12 [==============================] - 0s 2ms/step - loss: 0.6135
12/12 [==============================] - 0s 2ms/step - loss: 0.6135
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.0426
12/12 [==============================] - 0s 2ms/step - loss: 0.6141
12/12 [==============================] - 0s 2ms/step - loss: 0.6141
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.0424
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
12/12 [==============================] - 0s 2ms/step - loss: 0.6205
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.0470
12/12 [==============================] - 0s 2ms/step - loss: 0.6153
12/12 [==============================] - 0s 2ms/step - loss: 0.6153
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.0398
12/12 [==============================] - 0s 2ms/step - loss: 0.6313
12/12 [==============================] - 0s 2ms/step - loss: 0.6313
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.0423
12/12 [==============================] - 0s 2ms/step - loss: 0.6121
12/12 [==============================] - 0s 2ms/step - loss: 0.6121
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.0410
12/12 [==============================] - 0s 2ms/step - loss: 0.6214
12/12 [==============================] - 0s 2ms/step - loss: 0.6214
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.0459
12/12 [==============================] - 0s 2ms/step - loss: 0.6140
12/12 [==============================] - 0s 2ms/step - loss: 0.6140
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.0389
12/12 [==============================] - 0s 2ms/step - loss: 0.6301
12/12 [==============================] - 0s 2ms/step - loss: 0.6301
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.0419
12/12 [==============================] - 0s 2ms/step - loss: 0.6112
12/12 [==============================] - 0s 2ms/step - loss: 0.6112
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.0400
12/12 [==============================] - 0s 2ms/step - loss: 0.6211
12/12 [==============================] - 0s 2ms/step - loss: 0.6211
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.0449
12/12 [==============================] - 0s 2ms/step - loss: 0.6125
12/12 [==============================] - 0s 2ms/step - loss: 0.6125
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.0380
12/12 [==============================] - 0s 2ms/step - loss: 0.6294
12/12 [==============================] - 0s 2ms/step - loss: 0.6294
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.0421
12/12 [==============================] - 0s 2ms/step - loss: 0.6103
12/12 [==============================] - 0s 2ms/step - loss: 0.6103
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.0392
12/12 [==============================] - 0s 2ms/step - loss: 0.6162
12/12 [==============================] - 0s 2ms/step - loss: 0.6162
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.0451
12/12 [==============================] - 0s 2ms/step - loss: 0.6113
12/12 [==============================] - 0s 2ms/step - loss: 0.6113
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.0377
12/12 [==============================] - 0s 2ms/step - loss: 0.6290
12/12 [==============================] - 0s 2ms/step - loss: 0.6290
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.0419
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.0391
12/12 [==============================] - 0s 2ms/step - loss: 0.6246
12/12 [==============================] - 0s 2ms/step - loss: 0.6246
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.0395
12/12 [==============================] - 0s 2ms/step - loss: 0.6106
12/12 [==============================] - 0s 2ms/step - loss: 0.6106
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.0397
12/12 [==============================] - 0s 2ms/step - loss: 0.6102
12/12 [==============================] - 0s 2ms/step - loss: 0.6102
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.0392
12/12 [==============================] - 0s 2ms/step - loss: 0.6124
12/12 [==============================] - 0s 2ms/step - loss: 0.6124
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.0414
12/12 [==============================] - 0s 2ms/step - loss: 0.6099
12/12 [==============================] - 0s 2ms/step - loss: 0.6099
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.0388
12/12 [==============================] - 0s 2ms/step - loss: 0.6228
12/12 [==============================] - 0s 2ms/step - loss: 0.6228
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.0409
12/12 [==============================] - 0s 2ms/step - loss: 0.6090
12/12 [==============================] - 0s 2ms/step - loss: 0.6090
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.0389
12/12 [==============================] - 0s 2ms/step - loss: 0.6239
12/12 [==============================] - 0s 2ms/step - loss: 0.6239
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.0395
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
12/12 [==============================] - 0s 2ms/step - loss: 0.6098
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.0394
12/12 [==============================] - 0s 2ms/step - loss: 0.6123
12/12 [==============================] - 0s 2ms/step - loss: 0.6123
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.0407
12/12 [==============================] - 0s 2ms/step - loss: 0.6085
12/12 [==============================] - 0s 2ms/step - loss: 0.6085
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.0383
12/12 [==============================] - 0s 2ms/step - loss: 0.6174
12/12 [==============================] - 0s 2ms/step - loss: 0.6174
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.0458
12/12 [==============================] - 0s 2ms/step - loss: 0.6094
12/12 [==============================] - 0s 2ms/step - loss: 0.6094
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.0371
12/12 [==============================] - 0s 2ms/step - loss: 0.6275
12/12 [==============================] - 0s 2ms/step - loss: 0.6275
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.0428
12/12 [==============================] - 0s 2ms/step - loss: 0.6088
12/12 [==============================] - 0s 2ms/step - loss: 0.6088
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.0381
12/12 [==============================] - 0s 2ms/step - loss: 0.6150
12/12 [==============================] - 0s 2ms/step - loss: 0.6150
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.0459
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.0369
12/12 [==============================] - 0s 2ms/step - loss: 0.6275
12/12 [==============================] - 0s 2ms/step - loss: 0.6275
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.0418
12/12 [==============================] - 0s 2ms/step - loss: 0.6175
12/12 [==============================] - 0s 2ms/step - loss: 0.6175
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.0404
12/12 [==============================] - 0s 2ms/step - loss: 0.6076
12/12 [==============================] - 0s 2ms/step - loss: 0.6076
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.0375
12/12 [==============================] - 0s 2ms/step - loss: 0.6251
12/12 [==============================] - 0s 2ms/step - loss: 0.6251
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.0397
12/12 [==============================] - 0s 2ms/step - loss: 0.6231
12/12 [==============================] - 0s 2ms/step - loss: 0.6231
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.0379
12/12 [==============================] - 0s 2ms/step - loss: 0.6068
12/12 [==============================] - 0s 2ms/step - loss: 0.6068
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.0393
12/12 [==============================] - 0s 2ms/step - loss: 0.6237
12/12 [==============================] - 0s 2ms/step - loss: 0.6237
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.0375
12/12 [==============================] - 0s 2ms/step - loss: 0.6082
12/12 [==============================] - 0s 2ms/step - loss: 0.6082
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.0408
12/12 [==============================] - 0s 2ms/step - loss: 0.6181
12/12 [==============================] - 0s 2ms/step - loss: 0.6181
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.0381
12/12 [==============================] - 0s 2ms/step - loss: 0.6099
12/12 [==============================] - 0s 2ms/step - loss: 0.6099
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.0417
12/12 [==============================] - 0s 2ms/step - loss: 0.6070
12/12 [==============================] - 0s 2ms/step - loss: 0.6070
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.0374
12/12 [==============================] - 0s 2ms/step - loss: 0.6221
12/12 [==============================] - 0s 2ms/step - loss: 0.6221
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.0410
12/12 [==============================] - 0s 2ms/step - loss: 0.6212
12/12 [==============================] - 0s 2ms/step - loss: 0.6212
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.0372
12/12 [==============================] - 0s 2ms/step - loss: 0.6078
12/12 [==============================] - 0s 2ms/step - loss: 0.6078
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.0442
12/12 [==============================] - 0s 2ms/step - loss: 0.6228
12/12 [==============================] - 0s 2ms/step - loss: 0.6228
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.0368
12/12 [==============================] - 0s 2ms/step - loss: 0.6243
12/12 [==============================] - 0s 2ms/step - loss: 0.6243
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.0434
12/12 [==============================] - 0s 2ms/step - loss: 0.6155
12/12 [==============================] - 0s 2ms/step - loss: 0.6155
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.0381
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.0399
12/12 [==============================] - 0s 2ms/step - loss: 0.6235
12/12 [==============================] - 0s 2ms/step - loss: 0.6235
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.0368
12/12 [==============================] - 0s 2ms/step - loss: 0.6122
12/12 [==============================] - 0s 2ms/step - loss: 0.6122
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.0484
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
12/12 [==============================] - 0s 2ms/step - loss: 0.6065
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.0364
12/12 [==============================] - 0s 2ms/step - loss: 0.6256
12/12 [==============================] - 0s 2ms/step - loss: 0.6256
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.0417
12/12 [==============================] - 0s 2ms/step - loss: 0.6221
12/12 [==============================] - 0s 2ms/step - loss: 0.6221
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.0363
12/12 [==============================] - 0s 2ms/step - loss: 0.6220
12/12 [==============================] - 0s 2ms/step - loss: 0.6220
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.0420
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
12/12 [==============================] - 0s 2ms/step - loss: 0.6073
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.0370
12/12 [==============================] - 0s 2ms/step - loss: 0.6160
12/12 [==============================] - 0s 2ms/step - loss: 0.6160
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.0425
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
12/12 [==============================] - 0s 2ms/step - loss: 0.6050
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.0366
12/12 [==============================] - 0s 2ms/step - loss: 0.6230
12/12 [==============================] - 0s 2ms/step - loss: 0.6230
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.0403
12/12 [==============================] - 0s 2ms/step - loss: 0.6226
12/12 [==============================] - 0s 2ms/step - loss: 0.6226
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.0464
12/12 [==============================] - 0s 2ms/step - loss: 1.0074
12/12 [==============================] - 0s 2ms/step - loss: 1.0074
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.0479
12/12 [==============================] - 0s 2ms/step - loss: 1.0027
12/12 [==============================] - 0s 2ms/step - loss: 1.0027
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.0478
12/12 [==============================] - 0s 2ms/step - loss: 0.9982
12/12 [==============================] - 0s 2ms/step - loss: 0.9982
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.0475
12/12 [==============================] - 0s 2ms/step - loss: 0.9934
12/12 [==============================] - 0s 2ms/step - loss: 0.9934
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.0473
12/12 [==============================] - 0s 2ms/step - loss: 0.9887
12/12 [==============================] - 0s 2ms/step - loss: 0.9887
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.0476
12/12 [==============================] - 0s 2ms/step - loss: 0.9842
12/12 [==============================] - 0s 2ms/step - loss: 0.9842
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.0486
12/12 [==============================] - 0s 2ms/step - loss: 0.9798
12/12 [==============================] - 0s 2ms/step - loss: 0.9798
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.0512
12/12 [==============================] - 0s 2ms/step - loss: 0.9749
12/12 [==============================] - 0s 2ms/step - loss: 0.9749
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.0563
12/12 [==============================] - 0s 2ms/step - loss: 0.9690
12/12 [==============================] - 0s 2ms/step - loss: 0.9690
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.0639
12/12 [==============================] - 0s 2ms/step - loss: 0.9619
12/12 [==============================] - 0s 2ms/step - loss: 0.9619
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.0730
12/12 [==============================] - 0s 2ms/step - loss: 0.9538
12/12 [==============================] - 0s 2ms/step - loss: 0.9538
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.0817
12/12 [==============================] - 0s 2ms/step - loss: 0.9451
12/12 [==============================] - 0s 2ms/step - loss: 0.9451
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.0889
12/12 [==============================] - 0s 2ms/step - loss: 0.9364
12/12 [==============================] - 0s 2ms/step - loss: 0.9364
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.0943
12/12 [==============================] - 0s 2ms/step - loss: 0.9281
12/12 [==============================] - 0s 2ms/step - loss: 0.9281
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.0981
12/12 [==============================] - 0s 2ms/step - loss: 0.9204
12/12 [==============================] - 0s 3ms/step - loss: 0.9204
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.1009
12/12 [==============================] - 0s 2ms/step - loss: 0.9136
12/12 [==============================] - 0s 2ms/step - loss: 0.9136
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.1036
12/12 [==============================] - 0s 2ms/step - loss: 0.9075
12/12 [==============================] - 0s 2ms/step - loss: 0.9075
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.1058
12/12 [==============================] - 0s 2ms/step - loss: 0.9020
12/12 [==============================] - 0s 2ms/step - loss: 0.9020
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.1076
12/12 [==============================] - 0s 2ms/step - loss: 0.8970
12/12 [==============================] - 0s 2ms/step - loss: 0.8970
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.1092
12/12 [==============================] - 0s 2ms/step - loss: 0.8927
12/12 [==============================] - 0s 2ms/step - loss: 0.8927
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.1105
12/12 [==============================] - 0s 2ms/step - loss: 0.8889
12/12 [==============================] - 0s 2ms/step - loss: 0.8889
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.8853
12/12 [==============================] - 0s 2ms/step - loss: 0.8853
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.1125
12/12 [==============================] - 0s 2ms/step - loss: 0.8821
12/12 [==============================] - 0s 2ms/step - loss: 0.8821
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.1133
12/12 [==============================] - 0s 2ms/step - loss: 0.8793
12/12 [==============================] - 0s 2ms/step - loss: 0.8793
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.1140
12/12 [==============================] - 0s 2ms/step - loss: 0.8767
12/12 [==============================] - 0s 2ms/step - loss: 0.8767
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.1148
12/12 [==============================] - 0s 2ms/step - loss: 0.8743
12/12 [==============================] - 0s 2ms/step - loss: 0.8743
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.1156
12/12 [==============================] - 0s 2ms/step - loss: 0.8720
12/12 [==============================] - 0s 2ms/step - loss: 0.8720
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.1165
12/12 [==============================] - 0s 2ms/step - loss: 0.8697
12/12 [==============================] - 0s 2ms/step - loss: 0.8697
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.1174
12/12 [==============================] - 0s 2ms/step - loss: 0.8677
12/12 [==============================] - 0s 2ms/step - loss: 0.8677
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.8658
12/12 [==============================] - 0s 2ms/step - loss: 0.8658
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.1193
12/12 [==============================] - 0s 2ms/step - loss: 0.8641
12/12 [==============================] - 0s 2ms/step - loss: 0.8641
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.1203
12/12 [==============================] - 0s 2ms/step - loss: 0.8626
12/12 [==============================] - 0s 2ms/step - loss: 0.8626
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.1214
12/12 [==============================] - 0s 2ms/step - loss: 0.8613
12/12 [==============================] - 0s 2ms/step - loss: 0.8613
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.1224
12/12 [==============================] - 0s 2ms/step - loss: 0.8602
12/12 [==============================] - 0s 2ms/step - loss: 0.8602
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.1234
12/12 [==============================] - 0s 2ms/step - loss: 0.8591
12/12 [==============================] - 0s 2ms/step - loss: 0.8591
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.1243
12/12 [==============================] - 0s 2ms/step - loss: 0.8581
12/12 [==============================] - 0s 2ms/step - loss: 0.8581
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.1252
12/12 [==============================] - 0s 2ms/step - loss: 0.8571
12/12 [==============================] - 0s 2ms/step - loss: 0.8571
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.1261
12/12 [==============================] - 0s 2ms/step - loss: 0.8562
12/12 [==============================] - 0s 2ms/step - loss: 0.8562
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.1269
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
12/12 [==============================] - 0s 2ms/step - loss: 0.8553
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.1277
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
12/12 [==============================] - 0s 2ms/step - loss: 0.8543
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.1285
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
12/12 [==============================] - 0s 2ms/step - loss: 0.8535
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.1293
12/12 [==============================] - 0s 2ms/step - loss: 0.8526
12/12 [==============================] - 0s 2ms/step - loss: 0.8526
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.1302
12/12 [==============================] - 0s 2ms/step - loss: 0.8518
12/12 [==============================] - 0s 2ms/step - loss: 0.8518
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.1310
12/12 [==============================] - 0s 2ms/step - loss: 0.8510
12/12 [==============================] - 0s 2ms/step - loss: 0.8510
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.1319
12/12 [==============================] - 0s 2ms/step - loss: 0.8503
12/12 [==============================] - 0s 2ms/step - loss: 0.8503
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.1327
12/12 [==============================] - 0s 2ms/step - loss: 0.8497
12/12 [==============================] - 0s 2ms/step - loss: 0.8497
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.1334
12/12 [==============================] - 0s 2ms/step - loss: 0.8489
12/12 [==============================] - 0s 2ms/step - loss: 0.8489
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.1342
12/12 [==============================] - 0s 2ms/step - loss: 0.8481
12/12 [==============================] - 0s 2ms/step - loss: 0.8481
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.1350
12/12 [==============================] - 0s 2ms/step - loss: 0.8475
12/12 [==============================] - 0s 2ms/step - loss: 0.8475
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1357
12/12 [==============================] - 0s 2ms/step - loss: 0.8468
12/12 [==============================] - 0s 2ms/step - loss: 0.8468
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1365
12/12 [==============================] - 0s 2ms/step - loss: 0.8460
12/12 [==============================] - 0s 2ms/step - loss: 0.8460
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.8453
12/12 [==============================] - 0s 2ms/step - loss: 0.8453
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1381
12/12 [==============================] - 0s 2ms/step - loss: 0.8447
12/12 [==============================] - 0s 2ms/step - loss: 0.8447
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1389
12/12 [==============================] - 0s 2ms/step - loss: 0.8440
12/12 [==============================] - 0s 2ms/step - loss: 0.8440
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1396
12/12 [==============================] - 0s 2ms/step - loss: 0.8434
12/12 [==============================] - 0s 2ms/step - loss: 0.8434
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1403
12/12 [==============================] - 0s 2ms/step - loss: 0.8428
12/12 [==============================] - 0s 2ms/step - loss: 0.8428
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1410
12/12 [==============================] - 0s 2ms/step - loss: 0.8422
12/12 [==============================] - 0s 2ms/step - loss: 0.8422
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1418
12/12 [==============================] - 0s 2ms/step - loss: 0.8416
12/12 [==============================] - 0s 2ms/step - loss: 0.8416
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1425
12/12 [==============================] - 0s 2ms/step - loss: 0.8409
12/12 [==============================] - 0s 2ms/step - loss: 0.8409
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1432
12/12 [==============================] - 0s 2ms/step - loss: 0.8403
12/12 [==============================] - 0s 2ms/step - loss: 0.8403
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1439
12/12 [==============================] - 0s 2ms/step - loss: 0.8397
12/12 [==============================] - 0s 2ms/step - loss: 0.8397
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1445
12/12 [==============================] - 0s 2ms/step - loss: 0.8391
12/12 [==============================] - 0s 2ms/step - loss: 0.8391
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1452
12/12 [==============================] - 0s 2ms/step - loss: 0.8384
12/12 [==============================] - 0s 2ms/step - loss: 0.8384
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1458
12/12 [==============================] - 0s 2ms/step - loss: 0.8379
12/12 [==============================] - 0s 2ms/step - loss: 0.8379
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1463
12/12 [==============================] - 0s 2ms/step - loss: 0.8372
12/12 [==============================] - 0s 2ms/step - loss: 0.8372
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1469
12/12 [==============================] - 0s 2ms/step - loss: 0.8366
12/12 [==============================] - 0s 2ms/step - loss: 0.8366
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1473
12/12 [==============================] - 0s 2ms/step - loss: 0.8359
12/12 [==============================] - 0s 2ms/step - loss: 0.8359
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1478
12/12 [==============================] - 0s 2ms/step - loss: 0.8353
12/12 [==============================] - 0s 2ms/step - loss: 0.8353
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1482
12/12 [==============================] - 0s 2ms/step - loss: 0.8345
12/12 [==============================] - 0s 2ms/step - loss: 0.8345
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1488
12/12 [==============================] - 0s 2ms/step - loss: 0.8338
12/12 [==============================] - 0s 2ms/step - loss: 0.8338
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1496
12/12 [==============================] - 0s 2ms/step - loss: 0.8332
12/12 [==============================] - 0s 2ms/step - loss: 0.8332
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1502
12/12 [==============================] - 0s 2ms/step - loss: 0.8327
12/12 [==============================] - 0s 2ms/step - loss: 0.8327
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1505
12/12 [==============================] - 0s 2ms/step - loss: 0.8320
12/12 [==============================] - 0s 2ms/step - loss: 0.8320
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1509
12/12 [==============================] - 0s 2ms/step - loss: 0.8313
12/12 [==============================] - 0s 2ms/step - loss: 0.8313
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1517
12/12 [==============================] - 0s 2ms/step - loss: 0.8308
12/12 [==============================] - 0s 2ms/step - loss: 0.8308
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1520
12/12 [==============================] - 0s 2ms/step - loss: 0.8301
12/12 [==============================] - 0s 2ms/step - loss: 0.8301
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1525
12/12 [==============================] - 0s 2ms/step - loss: 0.8294
12/12 [==============================] - 0s 2ms/step - loss: 0.8294
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1534
12/12 [==============================] - 0s 2ms/step - loss: 0.8288
12/12 [==============================] - 0s 2ms/step - loss: 0.8288
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1543
12/12 [==============================] - 0s 2ms/step - loss: 0.8283
12/12 [==============================] - 0s 2ms/step - loss: 0.8283
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1547
12/12 [==============================] - 0s 2ms/step - loss: 0.8277
12/12 [==============================] - 0s 2ms/step - loss: 0.8277
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1553
12/12 [==============================] - 0s 2ms/step - loss: 0.8270
12/12 [==============================] - 0s 2ms/step - loss: 0.8270
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1562
12/12 [==============================] - 0s 2ms/step - loss: 0.8263
12/12 [==============================] - 0s 2ms/step - loss: 0.8263
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1570
12/12 [==============================] - 0s 2ms/step - loss: 0.8257
12/12 [==============================] - 0s 2ms/step - loss: 0.8257
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1578
12/12 [==============================] - 0s 2ms/step - loss: 0.8251
12/12 [==============================] - 0s 2ms/step - loss: 0.8251
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1586
12/12 [==============================] - 0s 2ms/step - loss: 0.8244
12/12 [==============================] - 0s 2ms/step - loss: 0.8244
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1597
12/12 [==============================] - 0s 2ms/step - loss: 0.8240
12/12 [==============================] - 0s 2ms/step - loss: 0.8240
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1603
12/12 [==============================] - 0s 2ms/step - loss: 0.8234
12/12 [==============================] - 0s 2ms/step - loss: 0.8234
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1613
12/12 [==============================] - 0s 2ms/step - loss: 0.8228
12/12 [==============================] - 0s 2ms/step - loss: 0.8228
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1623
12/12 [==============================] - 0s 2ms/step - loss: 0.8221
12/12 [==============================] - 0s 2ms/step - loss: 0.8221
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1634
12/12 [==============================] - 0s 2ms/step - loss: 0.8215
12/12 [==============================] - 0s 2ms/step - loss: 0.8215
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1646
12/12 [==============================] - 0s 2ms/step - loss: 0.8209
12/12 [==============================] - 0s 2ms/step - loss: 0.8209
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1658
12/12 [==============================] - 0s 2ms/step - loss: 0.8203
12/12 [==============================] - 0s 2ms/step - loss: 0.8203
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1671
12/12 [==============================] - 0s 2ms/step - loss: 0.8197
12/12 [==============================] - 0s 2ms/step - loss: 0.8197
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1684
12/12 [==============================] - 0s 2ms/step - loss: 0.8191
12/12 [==============================] - 0s 2ms/step - loss: 0.8191
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1697
12/12 [==============================] - 0s 2ms/step - loss: 0.8185
12/12 [==============================] - 0s 2ms/step - loss: 0.8185
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1712
12/12 [==============================] - 0s 2ms/step - loss: 0.8179
12/12 [==============================] - 0s 2ms/step - loss: 0.8179
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1726
12/12 [==============================] - 0s 2ms/step - loss: 0.8173
12/12 [==============================] - 0s 2ms/step - loss: 0.8173
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1739
12/12 [==============================] - 0s 2ms/step - loss: 0.8168
12/12 [==============================] - 0s 2ms/step - loss: 0.8168
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1752
12/12 [==============================] - 0s 2ms/step - loss: 0.8163
12/12 [==============================] - 0s 2ms/step - loss: 0.8163
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1763
12/12 [==============================] - 0s 2ms/step - loss: 0.8157
12/12 [==============================] - 0s 2ms/step - loss: 0.8157
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1775
12/12 [==============================] - 0s 2ms/step - loss: 0.8152
12/12 [==============================] - 0s 2ms/step - loss: 0.8152
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1788
12/12 [==============================] - 0s 2ms/step - loss: 0.8147
12/12 [==============================] - 0s 2ms/step - loss: 0.8147
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1799
12/12 [==============================] - 0s 2ms/step - loss: 0.8141
12/12 [==============================] - 0s 2ms/step - loss: 0.8141
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1808
12/12 [==============================] - 0s 2ms/step - loss: 0.8136
12/12 [==============================] - 0s 2ms/step - loss: 0.8136
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1817
12/12 [==============================] - 0s 2ms/step - loss: 0.8131
12/12 [==============================] - 0s 3ms/step - loss: 0.8131
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1825
12/12 [==============================] - 0s 2ms/step - loss: 0.8125
12/12 [==============================] - 0s 2ms/step - loss: 0.8125
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1833
12/12 [==============================] - 0s 2ms/step - loss: 0.8120
12/12 [==============================] - 0s 2ms/step - loss: 0.8120
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1839
12/12 [==============================] - 0s 2ms/step - loss: 0.8114
12/12 [==============================] - 0s 2ms/step - loss: 0.8114
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1844
12/12 [==============================] - 0s 2ms/step - loss: 0.8109
12/12 [==============================] - 0s 2ms/step - loss: 0.8109
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1848
12/12 [==============================] - 0s 2ms/step - loss: 0.8104
12/12 [==============================] - 0s 2ms/step - loss: 0.8104
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1851
12/12 [==============================] - 0s 2ms/step - loss: 0.8099
12/12 [==============================] - 0s 2ms/step - loss: 0.8099
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1852
12/12 [==============================] - 0s 2ms/step - loss: 0.8093
12/12 [==============================] - 0s 2ms/step - loss: 0.8093
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1853
12/12 [==============================] - 0s 2ms/step - loss: 0.8088
12/12 [==============================] - 0s 2ms/step - loss: 0.8088
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1853
12/12 [==============================] - 0s 2ms/step - loss: 0.8083
12/12 [==============================] - 0s 2ms/step - loss: 0.8083
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1853
12/12 [==============================] - 0s 2ms/step - loss: 0.8078
12/12 [==============================] - 0s 2ms/step - loss: 0.8078
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1853
12/12 [==============================] - 0s 2ms/step - loss: 0.8074
12/12 [==============================] - 0s 2ms/step - loss: 0.8074
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1849
12/12 [==============================] - 0s 2ms/step - loss: 0.8070
12/12 [==============================] - 0s 2ms/step - loss: 0.8070
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1841
12/12 [==============================] - 0s 2ms/step - loss: 0.8065
12/12 [==============================] - 0s 2ms/step - loss: 0.8065
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1835
12/12 [==============================] - 0s 2ms/step - loss: 0.8060
12/12 [==============================] - 0s 2ms/step - loss: 0.8060
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1832
12/12 [==============================] - 0s 2ms/step - loss: 0.8055
12/12 [==============================] - 0s 2ms/step - loss: 0.8055
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1827
12/12 [==============================] - 0s 2ms/step - loss: 0.8051
12/12 [==============================] - 0s 2ms/step - loss: 0.8051
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1822
12/12 [==============================] - 0s 2ms/step - loss: 0.8047
12/12 [==============================] - 0s 2ms/step - loss: 0.8047
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1817
12/12 [==============================] - 0s 2ms/step - loss: 0.8043
12/12 [==============================] - 0s 2ms/step - loss: 0.8043
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1814
12/12 [==============================] - 0s 2ms/step - loss: 0.8039
12/12 [==============================] - 0s 2ms/step - loss: 0.8039
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1805
12/12 [==============================] - 0s 2ms/step - loss: 0.8036
12/12 [==============================] - 0s 2ms/step - loss: 0.8036
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1793
12/12 [==============================] - 0s 2ms/step - loss: 0.8032
12/12 [==============================] - 0s 2ms/step - loss: 0.8032
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1791
12/12 [==============================] - 0s 2ms/step - loss: 0.8027
12/12 [==============================] - 0s 2ms/step - loss: 0.8027
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1783
12/12 [==============================] - 0s 2ms/step - loss: 0.8024
12/12 [==============================] - 0s 2ms/step - loss: 0.8024
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1776
12/12 [==============================] - 0s 2ms/step - loss: 0.8020
12/12 [==============================] - 0s 2ms/step - loss: 0.8020
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1772
12/12 [==============================] - 0s 2ms/step - loss: 0.8016
12/12 [==============================] - 0s 2ms/step - loss: 0.8016
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1764
12/12 [==============================] - 0s 2ms/step - loss: 0.8012
12/12 [==============================] - 0s 2ms/step - loss: 0.8012
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1757
12/12 [==============================] - 0s 2ms/step - loss: 0.8009
12/12 [==============================] - 0s 2ms/step - loss: 0.8009
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1750
12/12 [==============================] - 0s 2ms/step - loss: 0.8006
12/12 [==============================] - 0s 2ms/step - loss: 0.8006
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1738
12/12 [==============================] - 0s 2ms/step - loss: 0.8002
12/12 [==============================] - 0s 2ms/step - loss: 0.8002
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1731
12/12 [==============================] - 0s 2ms/step - loss: 0.7998
12/12 [==============================] - 0s 2ms/step - loss: 0.7998
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1717
12/12 [==============================] - 0s 2ms/step - loss: 0.7995
12/12 [==============================] - 0s 2ms/step - loss: 0.7995
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1707
12/12 [==============================] - 0s 2ms/step - loss: 0.7991
12/12 [==============================] - 0s 2ms/step - loss: 0.7991
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1696
12/12 [==============================] - 0s 2ms/step - loss: 0.7987
12/12 [==============================] - 0s 2ms/step - loss: 0.7987
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1685
12/12 [==============================] - 0s 2ms/step - loss: 0.7983
12/12 [==============================] - 0s 2ms/step - loss: 0.7983
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1675
12/12 [==============================] - 0s 2ms/step - loss: 0.7979
12/12 [==============================] - 0s 2ms/step - loss: 0.7979
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1663
12/12 [==============================] - 0s 2ms/step - loss: 0.7975
12/12 [==============================] - 0s 2ms/step - loss: 0.7975
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1652
12/12 [==============================] - 0s 2ms/step - loss: 0.7971
12/12 [==============================] - 0s 2ms/step - loss: 0.7971
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1644
12/12 [==============================] - 0s 2ms/step - loss: 0.7967
12/12 [==============================] - 0s 2ms/step - loss: 0.7967
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1632
12/12 [==============================] - 0s 2ms/step - loss: 0.7963
12/12 [==============================] - 0s 2ms/step - loss: 0.7963
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1624
12/12 [==============================] - 0s 2ms/step - loss: 0.7958
12/12 [==============================] - 0s 2ms/step - loss: 0.7958
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1616
12/12 [==============================] - 0s 2ms/step - loss: 0.7954
12/12 [==============================] - 0s 2ms/step - loss: 0.7954
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1607
12/12 [==============================] - 0s 2ms/step - loss: 0.7950
12/12 [==============================] - 0s 2ms/step - loss: 0.7950
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1600
12/12 [==============================] - 0s 2ms/step - loss: 0.7945
12/12 [==============================] - 0s 2ms/step - loss: 0.7945
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1593
12/12 [==============================] - 0s 2ms/step - loss: 0.7941
12/12 [==============================] - 0s 2ms/step - loss: 0.7941
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.1587
12/12 [==============================] - 0s 2ms/step - loss: 0.7937
12/12 [==============================] - 0s 2ms/step - loss: 0.7937
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.1582
12/12 [==============================] - 0s 2ms/step - loss: 0.7932
12/12 [==============================] - 0s 2ms/step - loss: 0.7932
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.1578
12/12 [==============================] - 0s 2ms/step - loss: 0.7928
12/12 [==============================] - 0s 2ms/step - loss: 0.7928
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.1575
12/12 [==============================] - 0s 2ms/step - loss: 0.7923
12/12 [==============================] - 0s 2ms/step - loss: 0.7923
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.1571
12/12 [==============================] - 0s 2ms/step - loss: 0.7918
12/12 [==============================] - 0s 2ms/step - loss: 0.7918
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.1571
12/12 [==============================] - 0s 2ms/step - loss: 0.7913
12/12 [==============================] - 0s 2ms/step - loss: 0.7913
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.1567
12/12 [==============================] - 0s 2ms/step - loss: 0.7909
12/12 [==============================] - 0s 2ms/step - loss: 0.7909
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.1566
12/12 [==============================] - 0s 2ms/step - loss: 0.7903
12/12 [==============================] - 0s 2ms/step - loss: 0.7903
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.1563
12/12 [==============================] - 0s 2ms/step - loss: 0.7899
12/12 [==============================] - 0s 2ms/step - loss: 0.7899
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.1559
12/12 [==============================] - 0s 2ms/step - loss: 0.7894
12/12 [==============================] - 0s 2ms/step - loss: 0.7894
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.1555
12/12 [==============================] - 0s 2ms/step - loss: 0.7889
12/12 [==============================] - 0s 2ms/step - loss: 0.7889
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.1547
12/12 [==============================] - 0s 2ms/step - loss: 0.7885
12/12 [==============================] - 0s 2ms/step - loss: 0.7885
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.1539
12/12 [==============================] - 0s 2ms/step - loss: 0.7881
12/12 [==============================] - 0s 2ms/step - loss: 0.7881
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.1525
12/12 [==============================] - 0s 2ms/step - loss: 0.7876
12/12 [==============================] - 0s 2ms/step - loss: 0.7876
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.1512
12/12 [==============================] - 0s 2ms/step - loss: 0.7871
12/12 [==============================] - 0s 2ms/step - loss: 0.7871
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.1496
12/12 [==============================] - 0s 2ms/step - loss: 0.7865
12/12 [==============================] - 0s 2ms/step - loss: 0.7865
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.1479
12/12 [==============================] - 0s 2ms/step - loss: 0.7860
12/12 [==============================] - 0s 2ms/step - loss: 0.7860
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.1463
12/12 [==============================] - 0s 2ms/step - loss: 0.7854
12/12 [==============================] - 0s 2ms/step - loss: 0.7854
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.1443
12/12 [==============================] - 0s 2ms/step - loss: 0.7848
12/12 [==============================] - 0s 2ms/step - loss: 0.7848
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.1427
12/12 [==============================] - 0s 2ms/step - loss: 0.7843
12/12 [==============================] - 0s 2ms/step - loss: 0.7843
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.1403
12/12 [==============================] - 0s 2ms/step - loss: 0.7836
12/12 [==============================] - 0s 2ms/step - loss: 0.7836
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.1391
12/12 [==============================] - 0s 2ms/step - loss: 0.7830
12/12 [==============================] - 0s 2ms/step - loss: 0.7830
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.1359
12/12 [==============================] - 0s 2ms/step - loss: 0.7823
12/12 [==============================] - 0s 2ms/step - loss: 0.7823
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.1353
12/12 [==============================] - 0s 2ms/step - loss: 0.7817
12/12 [==============================] - 0s 2ms/step - loss: 0.7817
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.1307
12/12 [==============================] - 0s 2ms/step - loss: 0.7809
12/12 [==============================] - 0s 2ms/step - loss: 0.7809
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.1316
12/12 [==============================] - 0s 2ms/step - loss: 0.7804
12/12 [==============================] - 0s 2ms/step - loss: 0.7804
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.1250
12/12 [==============================] - 0s 2ms/step - loss: 0.7792
12/12 [==============================] - 0s 2ms/step - loss: 0.7792
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.1282
12/12 [==============================] - 0s 2ms/step - loss: 0.7790
12/12 [==============================] - 0s 2ms/step - loss: 0.7790
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.1211
12/12 [==============================] - 0s 2ms/step - loss: 0.7776
12/12 [==============================] - 0s 2ms/step - loss: 0.7776
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.1245
12/12 [==============================] - 0s 2ms/step - loss: 0.7775
12/12 [==============================] - 0s 2ms/step - loss: 0.7775
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.1186
12/12 [==============================] - 0s 2ms/step - loss: 0.7757
12/12 [==============================] - 0s 2ms/step - loss: 0.7757
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.1189
12/12 [==============================] - 0s 2ms/step - loss: 0.7756
12/12 [==============================] - 0s 2ms/step - loss: 0.7756
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.1207
12/12 [==============================] - 0s 2ms/step - loss: 0.7758
12/12 [==============================] - 0s 2ms/step - loss: 0.7758
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1183
12/12 [==============================] - 0s 2ms/step - loss: 0.7743
12/12 [==============================] - 0s 2ms/step - loss: 0.7743
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1173
12/12 [==============================] - 0s 2ms/step - loss: 0.7731
12/12 [==============================] - 0s 2ms/step - loss: 0.7731
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1164
12/12 [==============================] - 0s 2ms/step - loss: 0.7730
12/12 [==============================] - 0s 2ms/step - loss: 0.7730
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1221
12/12 [==============================] - 0s 2ms/step - loss: 0.7747
12/12 [==============================] - 0s 2ms/step - loss: 0.7747
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1167
12/12 [==============================] - 0s 2ms/step - loss: 0.7718
12/12 [==============================] - 0s 2ms/step - loss: 0.7718
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1218
12/12 [==============================] - 0s 2ms/step - loss: 0.7713
12/12 [==============================] - 0s 2ms/step - loss: 0.7713
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1307
12/12 [==============================] - 0s 2ms/step - loss: 0.7746
12/12 [==============================] - 0s 2ms/step - loss: 0.7746
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1209
12/12 [==============================] - 0s 2ms/step - loss: 0.7702
12/12 [==============================] - 0s 2ms/step - loss: 0.7702
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1169
12/12 [==============================] - 0s 2ms/step - loss: 0.7698
12/12 [==============================] - 0s 2ms/step - loss: 0.7698
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1169
12/12 [==============================] - 0s 2ms/step - loss: 0.7708
12/12 [==============================] - 0s 2ms/step - loss: 0.7708
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1163
12/12 [==============================] - 0s 2ms/step - loss: 0.7688
12/12 [==============================] - 0s 2ms/step - loss: 0.7688
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1215
12/12 [==============================] - 0s 2ms/step - loss: 0.7684
12/12 [==============================] - 0s 2ms/step - loss: 0.7684
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1227
12/12 [==============================] - 0s 2ms/step - loss: 0.7712
12/12 [==============================] - 0s 2ms/step - loss: 0.7712
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1227
12/12 [==============================] - 0s 2ms/step - loss: 0.7675
12/12 [==============================] - 0s 2ms/step - loss: 0.7675
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1222
12/12 [==============================] - 0s 2ms/step - loss: 0.7670
12/12 [==============================] - 0s 2ms/step - loss: 0.7670
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1226
12/12 [==============================] - 0s 2ms/step - loss: 0.7697
12/12 [==============================] - 0s 2ms/step - loss: 0.7697
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1251
12/12 [==============================] - 0s 2ms/step - loss: 0.7661
12/12 [==============================] - 0s 2ms/step - loss: 0.7661
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1174
12/12 [==============================] - 0s 3ms/step - loss: 0.7655
12/12 [==============================] - 0s 3ms/step - loss: 0.7655
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1157
12/12 [==============================] - 0s 2ms/step - loss: 0.7652
12/12 [==============================] - 0s 2ms/step - loss: 0.7652
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1142
12/12 [==============================] - 0s 2ms/step - loss: 0.7651
12/12 [==============================] - 0s 2ms/step - loss: 0.7651
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1139
12/12 [==============================] - 0s 2ms/step - loss: 0.7643
12/12 [==============================] - 0s 2ms/step - loss: 0.7643
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1153
12/12 [==============================] - 0s 2ms/step - loss: 0.7637
12/12 [==============================] - 0s 2ms/step - loss: 0.7637
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1166
12/12 [==============================] - 0s 2ms/step - loss: 0.7633
12/12 [==============================] - 0s 2ms/step - loss: 0.7633
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1153
12/12 [==============================] - 0s 2ms/step - loss: 0.7646
12/12 [==============================] - 0s 2ms/step - loss: 0.7646
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1134
12/12 [==============================] - 0s 2ms/step - loss: 0.7628
12/12 [==============================] - 0s 2ms/step - loss: 0.7628
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1181
12/12 [==============================] - 0s 2ms/step - loss: 0.7623
12/12 [==============================] - 0s 2ms/step - loss: 0.7623
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1246
12/12 [==============================] - 0s 2ms/step - loss: 0.7622
12/12 [==============================] - 0s 2ms/step - loss: 0.7622
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1392
12/12 [==============================] - 0s 2ms/step - loss: 0.7671
12/12 [==============================] - 0s 2ms/step - loss: 0.7671
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1301
12/12 [==============================] - 0s 2ms/step - loss: 0.7623
12/12 [==============================] - 0s 2ms/step - loss: 0.7623
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1388
12/12 [==============================] - 0s 2ms/step - loss: 0.7658
12/12 [==============================] - 0s 2ms/step - loss: 0.7658
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1337
12/12 [==============================] - 0s 2ms/step - loss: 0.7624
12/12 [==============================] - 0s 2ms/step - loss: 0.7624
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1326
12/12 [==============================] - 0s 2ms/step - loss: 0.7639
12/12 [==============================] - 0s 2ms/step - loss: 0.7639
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1358
12/12 [==============================] - 0s 2ms/step - loss: 0.7622
12/12 [==============================] - 0s 2ms/step - loss: 0.7622
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1204
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1356
12/12 [==============================] - 0s 2ms/step - loss: 0.7612
12/12 [==============================] - 0s 2ms/step - loss: 0.7612
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1130
12/12 [==============================] - 0s 2ms/step - loss: 0.7593
12/12 [==============================] - 0s 2ms/step - loss: 0.7593
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1357
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1131
12/12 [==============================] - 0s 2ms/step - loss: 0.7592
12/12 [==============================] - 0s 2ms/step - loss: 0.7592
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1373
12/12 [==============================] - 0s 2ms/step - loss: 0.7607
12/12 [==============================] - 0s 2ms/step - loss: 0.7607
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1116
12/12 [==============================] - 0s 2ms/step - loss: 0.7582
12/12 [==============================] - 0s 2ms/step - loss: 0.7582
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1378
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
12/12 [==============================] - 0s 2ms/step - loss: 0.7608
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1129
12/12 [==============================] - 0s 2ms/step - loss: 0.7595
12/12 [==============================] - 0s 2ms/step - loss: 0.7595
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1396
12/12 [==============================] - 0s 2ms/step - loss: 0.7708
12/12 [==============================] - 0s 2ms/step - loss: 0.7708
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1248
12/12 [==============================] - 0s 2ms/step - loss: 0.7604
12/12 [==============================] - 0s 2ms/step - loss: 0.7604
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1312
12/12 [==============================] - 0s 2ms/step - loss: 0.7587
12/12 [==============================] - 0s 2ms/step - loss: 0.7587
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1179
12/12 [==============================] - 0s 2ms/step - loss: 0.7598
12/12 [==============================] - 0s 2ms/step - loss: 0.7598
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1408
12/12 [==============================] - 0s 2ms/step - loss: 0.7600
12/12 [==============================] - 0s 2ms/step - loss: 0.7600
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1146
12/12 [==============================] - 0s 2ms/step - loss: 0.7567
12/12 [==============================] - 0s 2ms/step - loss: 0.7567
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1393
12/12 [==============================] - 0s 2ms/step - loss: 0.7584
12/12 [==============================] - 0s 2ms/step - loss: 0.7584
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1170
12/12 [==============================] - 0s 2ms/step - loss: 0.7568
12/12 [==============================] - 0s 2ms/step - loss: 0.7568
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1287
12/12 [==============================] - 0s 2ms/step - loss: 0.7561
12/12 [==============================] - 0s 2ms/step - loss: 0.7561
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1238
12/12 [==============================] - 0s 2ms/step - loss: 0.7576
12/12 [==============================] - 0s 2ms/step - loss: 0.7576
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1397
12/12 [==============================] - 0s 2ms/step - loss: 0.7579
12/12 [==============================] - 0s 2ms/step - loss: 0.7579
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1149
12/12 [==============================] - 0s 2ms/step - loss: 0.7551
12/12 [==============================] - 0s 2ms/step - loss: 0.7551
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1405
12/12 [==============================] - 0s 2ms/step - loss: 0.7575
12/12 [==============================] - 0s 2ms/step - loss: 0.7575
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1168
12/12 [==============================] - 0s 2ms/step - loss: 0.7558
12/12 [==============================] - 0s 2ms/step - loss: 0.7558
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1367
12/12 [==============================] - 0s 2ms/step - loss: 0.7568
12/12 [==============================] - 0s 2ms/step - loss: 0.7568
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1124
12/12 [==============================] - 0s 2ms/step - loss: 0.7549
12/12 [==============================] - 0s 2ms/step - loss: 0.7549
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1162
12/12 [==============================] - 0s 2ms/step - loss: 0.7541
12/12 [==============================] - 0s 2ms/step - loss: 0.7541
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1156
12/12 [==============================] - 0s 2ms/step - loss: 0.7538
12/12 [==============================] - 0s 2ms/step - loss: 0.7538
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1103
12/12 [==============================] - 0s 2ms/step - loss: 0.7528
12/12 [==============================] - 0s 2ms/step - loss: 0.7528
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1138
12/12 [==============================] - 0s 2ms/step - loss: 0.7539
12/12 [==============================] - 0s 2ms/step - loss: 0.7539
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1263
12/12 [==============================] - 0s 2ms/step - loss: 0.7541
12/12 [==============================] - 0s 2ms/step - loss: 0.7541
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1390
12/12 [==============================] - 0s 2ms/step - loss: 0.7569
12/12 [==============================] - 0s 2ms/step - loss: 0.7569
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1416
12/12 [==============================] - 0s 3ms/step - loss: 0.7567
12/12 [==============================] - 0s 3ms/step - loss: 0.7567
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1166
12/12 [==============================] - 0s 2ms/step - loss: 0.7525
12/12 [==============================] - 0s 2ms/step - loss: 0.7525
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1296
12/12 [==============================] - 0s 2ms/step - loss: 0.7537
12/12 [==============================] - 0s 2ms/step - loss: 0.7537
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1301
12/12 [==============================] - 0s 2ms/step - loss: 0.7540
12/12 [==============================] - 0s 2ms/step - loss: 0.7540
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.4691
12/12 [==============================] - 0s 3ms/step - loss: 0.9829
12/12 [==============================] - 0s 3ms/step - loss: 0.9829
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.4607
12/12 [==============================] - 0s 2ms/step - loss: 0.9774
12/12 [==============================] - 0s 2ms/step - loss: 0.9774
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.4551
12/12 [==============================] - 0s 2ms/step - loss: 0.9721
12/12 [==============================] - 0s 2ms/step - loss: 0.9721
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.4480
12/12 [==============================] - 0s 2ms/step - loss: 0.9653
12/12 [==============================] - 0s 3ms/step - loss: 0.9653
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.4383
12/12 [==============================] - 0s 3ms/step - loss: 0.9561
12/12 [==============================] - 0s 3ms/step - loss: 0.9561
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.4252
12/12 [==============================] - 0s 2ms/step - loss: 0.9438
12/12 [==============================] - 0s 3ms/step - loss: 0.9438
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.4078
12/12 [==============================] - 0s 2ms/step - loss: 0.9280
12/12 [==============================] - 0s 2ms/step - loss: 0.9280
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.3858
12/12 [==============================] - 0s 2ms/step - loss: 0.9093
12/12 [==============================] - 0s 2ms/step - loss: 0.9093
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.3606
12/12 [==============================] - 0s 2ms/step - loss: 0.8884
12/12 [==============================] - 0s 2ms/step - loss: 0.8884
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.3358
12/12 [==============================] - 0s 2ms/step - loss: 0.8669
12/12 [==============================] - 0s 3ms/step - loss: 0.8669
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.3121
12/12 [==============================] - 0s 2ms/step - loss: 0.8466
12/12 [==============================] - 0s 2ms/step - loss: 0.8466
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.2905
12/12 [==============================] - 0s 2ms/step - loss: 0.8281
12/12 [==============================] - 0s 3ms/step - loss: 0.8281
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.2724
12/12 [==============================] - 0s 2ms/step - loss: 0.8116
12/12 [==============================] - 0s 2ms/step - loss: 0.8116
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.2575
12/12 [==============================] - 0s 2ms/step - loss: 0.7966
12/12 [==============================] - 0s 2ms/step - loss: 0.7966
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.2446
12/12 [==============================] - 0s 2ms/step - loss: 0.7831
12/12 [==============================] - 0s 2ms/step - loss: 0.7831
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.2332
12/12 [==============================] - 0s 2ms/step - loss: 0.7707
12/12 [==============================] - 0s 2ms/step - loss: 0.7707
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.2235
12/12 [==============================] - 0s 2ms/step - loss: 0.7594
12/12 [==============================] - 0s 2ms/step - loss: 0.7594
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.2154
12/12 [==============================] - 0s 2ms/step - loss: 0.7484
12/12 [==============================] - 0s 2ms/step - loss: 0.7484
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.2086
12/12 [==============================] - 0s 2ms/step - loss: 0.7382
12/12 [==============================] - 0s 2ms/step - loss: 0.7382
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.2030
12/12 [==============================] - 0s 2ms/step - loss: 0.7285
12/12 [==============================] - 0s 2ms/step - loss: 0.7285
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.1981
12/12 [==============================] - 0s 2ms/step - loss: 0.7194
12/12 [==============================] - 0s 2ms/step - loss: 0.7194
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.1939
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
12/12 [==============================] - 0s 2ms/step - loss: 0.7106
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.1903
12/12 [==============================] - 0s 2ms/step - loss: 0.7024
12/12 [==============================] - 0s 2ms/step - loss: 0.7024
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.1873
12/12 [==============================] - 0s 2ms/step - loss: 0.6947
12/12 [==============================] - 0s 2ms/step - loss: 0.6947
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.1848
12/12 [==============================] - 0s 2ms/step - loss: 0.6880
12/12 [==============================] - 0s 2ms/step - loss: 0.6880
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.1829
12/12 [==============================] - 0s 2ms/step - loss: 0.6821
12/12 [==============================] - 0s 2ms/step - loss: 0.6821
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.1813
12/12 [==============================] - 0s 2ms/step - loss: 0.6772
12/12 [==============================] - 0s 3ms/step - loss: 0.6772
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.1799
12/12 [==============================] - 0s 2ms/step - loss: 0.6731
12/12 [==============================] - 0s 2ms/step - loss: 0.6731
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.1787
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
12/12 [==============================] - 0s 2ms/step - loss: 0.6695
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.1777
12/12 [==============================] - 0s 2ms/step - loss: 0.6663
12/12 [==============================] - 0s 2ms/step - loss: 0.6663
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.1768
12/12 [==============================] - 0s 2ms/step - loss: 0.6634
12/12 [==============================] - 0s 2ms/step - loss: 0.6634
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.1761
12/12 [==============================] - 0s 2ms/step - loss: 0.6608
12/12 [==============================] - 0s 3ms/step - loss: 0.6608
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.1755
12/12 [==============================] - 0s 2ms/step - loss: 0.6587
12/12 [==============================] - 0s 3ms/step - loss: 0.6587
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.1749
12/12 [==============================] - 0s 2ms/step - loss: 0.6568
12/12 [==============================] - 0s 2ms/step - loss: 0.6568
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.1745
12/12 [==============================] - 0s 2ms/step - loss: 0.6552
12/12 [==============================] - 0s 2ms/step - loss: 0.6552
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.1741
12/12 [==============================] - 0s 2ms/step - loss: 0.6537
12/12 [==============================] - 0s 3ms/step - loss: 0.6537
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.1739
12/12 [==============================] - 0s 2ms/step - loss: 0.6525
12/12 [==============================] - 0s 3ms/step - loss: 0.6525
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.1736
12/12 [==============================] - 0s 2ms/step - loss: 0.6513
12/12 [==============================] - 0s 3ms/step - loss: 0.6513
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.1734
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
12/12 [==============================] - 0s 2ms/step - loss: 0.6502
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.1732
12/12 [==============================] - 0s 2ms/step - loss: 0.6492
12/12 [==============================] - 0s 2ms/step - loss: 0.6492
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.1731
12/12 [==============================] - 0s 2ms/step - loss: 0.6483
12/12 [==============================] - 0s 3ms/step - loss: 0.6483
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.1730
12/12 [==============================] - 0s 2ms/step - loss: 0.6475
12/12 [==============================] - 0s 3ms/step - loss: 0.6475
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.1729
12/12 [==============================] - 0s 3ms/step - loss: 0.6467
12/12 [==============================] - 0s 3ms/step - loss: 0.6467
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.1729
12/12 [==============================] - 0s 3ms/step - loss: 0.6460
12/12 [==============================] - 0s 3ms/step - loss: 0.6460
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 3ms/step - loss: 0.6454
12/12 [==============================] - 0s 3ms/step - loss: 0.6454
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 2ms/step - loss: 0.6449
12/12 [==============================] - 0s 3ms/step - loss: 0.6449
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 2ms/step - loss: 0.6444
12/12 [==============================] - 0s 2ms/step - loss: 0.6444
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 2ms/step - loss: 0.6440
12/12 [==============================] - 0s 2ms/step - loss: 0.6440
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 3ms/step - loss: 0.6436
12/12 [==============================] - 0s 4ms/step - loss: 0.6436
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.1729
12/12 [==============================] - 0s 3ms/step - loss: 0.6433
12/12 [==============================] - 0s 3ms/step - loss: 0.6433
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.1729
12/12 [==============================] - 0s 3ms/step - loss: 0.6429
12/12 [==============================] - 0s 3ms/step - loss: 0.6429
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 2ms/step - loss: 0.6425
12/12 [==============================] - 0s 2ms/step - loss: 0.6425
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.1727
12/12 [==============================] - 0s 2ms/step - loss: 0.6422
12/12 [==============================] - 0s 2ms/step - loss: 0.6422
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.1726
12/12 [==============================] - 0s 2ms/step - loss: 0.6418
12/12 [==============================] - 0s 2ms/step - loss: 0.6418
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.1725
12/12 [==============================] - 0s 3ms/step - loss: 0.6415
12/12 [==============================] - 0s 3ms/step - loss: 0.6415
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.1723
12/12 [==============================] - 0s 2ms/step - loss: 0.6412
12/12 [==============================] - 0s 3ms/step - loss: 0.6412
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.1722
12/12 [==============================] - 0s 2ms/step - loss: 0.6409
12/12 [==============================] - 0s 2ms/step - loss: 0.6409
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.1720
12/12 [==============================] - 0s 2ms/step - loss: 0.6407
12/12 [==============================] - 0s 2ms/step - loss: 0.6407
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.1719
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
12/12 [==============================] - 0s 2ms/step - loss: 0.6405
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.1718
12/12 [==============================] - 0s 2ms/step - loss: 0.6404
12/12 [==============================] - 0s 2ms/step - loss: 0.6404
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.1717
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.1715
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
12/12 [==============================] - 0s 3ms/step - loss: 0.6400
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.1713
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.1712
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.1710
12/12 [==============================] - 0s 2ms/step - loss: 0.6396
12/12 [==============================] - 0s 2ms/step - loss: 0.6396
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.1708
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
12/12 [==============================] - 0s 3ms/step - loss: 0.6394
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.1705
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.1702
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
12/12 [==============================] - 0s 3ms/step - loss: 0.6394
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.1699
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.1695
12/12 [==============================] - 0s 2ms/step - loss: 0.6391
12/12 [==============================] - 0s 2ms/step - loss: 0.6391
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.1691
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.1686
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.1682
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.1677
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.1671
12/12 [==============================] - 0s 2ms/step - loss: 0.6386
12/12 [==============================] - 0s 2ms/step - loss: 0.6386
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.1665
12/12 [==============================] - 0s 2ms/step - loss: 0.6386
12/12 [==============================] - 0s 2ms/step - loss: 0.6386
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.1659
12/12 [==============================] - 0s 2ms/step - loss: 0.6388
12/12 [==============================] - 0s 3ms/step - loss: 0.6388
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.1651
12/12 [==============================] - 0s 2ms/step - loss: 0.6389
12/12 [==============================] - 0s 2ms/step - loss: 0.6389
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.1643
12/12 [==============================] - 0s 2ms/step - loss: 0.6391
12/12 [==============================] - 0s 2ms/step - loss: 0.6391
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.1634
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.1624
12/12 [==============================] - 0s 2ms/step - loss: 0.6391
12/12 [==============================] - 0s 2ms/step - loss: 0.6391
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.1615
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.1607
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.1598
12/12 [==============================] - 0s 2ms/step - loss: 0.6393
12/12 [==============================] - 0s 2ms/step - loss: 0.6393
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.1589
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
12/12 [==============================] - 0s 2ms/step - loss: 0.6392
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.1579
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.1571
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.1564
12/12 [==============================] - 0s 2ms/step - loss: 0.6394
12/12 [==============================] - 0s 3ms/step - loss: 0.6394
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.1559
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.1554
12/12 [==============================] - 0s 2ms/step - loss: 0.6401
12/12 [==============================] - 0s 2ms/step - loss: 0.6401
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.1549
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.1543
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.1537
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.1530
12/12 [==============================] - 0s 2ms/step - loss: 0.6399
12/12 [==============================] - 0s 3ms/step - loss: 0.6399
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.1525
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
12/12 [==============================] - 0s 2ms/step - loss: 0.6403
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.1520
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
12/12 [==============================] - 0s 2ms/step - loss: 0.6402
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.1515
12/12 [==============================] - 0s 2ms/step - loss: 0.6401
12/12 [==============================] - 0s 2ms/step - loss: 0.6401
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.1511
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
12/12 [==============================] - 0s 2ms/step - loss: 0.6398
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.1507
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
12/12 [==============================] - 0s 2ms/step - loss: 0.6400
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.1504
12/12 [==============================] - 0s 2ms/step - loss: 0.6397
12/12 [==============================] - 0s 2ms/step - loss: 0.6397
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.1501
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.1498
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
12/12 [==============================] - 0s 2ms/step - loss: 0.6390
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.1498
12/12 [==============================] - 0s 2ms/step - loss: 0.6385
12/12 [==============================] - 0s 2ms/step - loss: 0.6385
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.1500
12/12 [==============================] - 0s 2ms/step - loss: 0.6380
12/12 [==============================] - 0s 2ms/step - loss: 0.6380
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.1502
12/12 [==============================] - 0s 2ms/step - loss: 0.6374
12/12 [==============================] - 0s 2ms/step - loss: 0.6374
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.1506
12/12 [==============================] - 0s 2ms/step - loss: 0.6361
12/12 [==============================] - 0s 2ms/step - loss: 0.6361
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.1513
12/12 [==============================] - 0s 2ms/step - loss: 0.6343
12/12 [==============================] - 0s 2ms/step - loss: 0.6343
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.1518
12/12 [==============================] - 0s 2ms/step - loss: 0.6332
12/12 [==============================] - 0s 3ms/step - loss: 0.6332
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.1523
12/12 [==============================] - 0s 2ms/step - loss: 0.6320
12/12 [==============================] - 0s 3ms/step - loss: 0.6320
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.1530
12/12 [==============================] - 0s 2ms/step - loss: 0.6303
12/12 [==============================] - 0s 2ms/step - loss: 0.6303
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.1537
12/12 [==============================] - 0s 2ms/step - loss: 0.6287
12/12 [==============================] - 0s 2ms/step - loss: 0.6287
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.1545
12/12 [==============================] - 0s 2ms/step - loss: 0.6269
12/12 [==============================] - 0s 2ms/step - loss: 0.6269
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.1554
12/12 [==============================] - 0s 2ms/step - loss: 0.6252
12/12 [==============================] - 0s 2ms/step - loss: 0.6252
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.1561
12/12 [==============================] - 0s 2ms/step - loss: 0.6237
12/12 [==============================] - 0s 2ms/step - loss: 0.6237
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.1570
12/12 [==============================] - 0s 2ms/step - loss: 0.6214
12/12 [==============================] - 0s 3ms/step - loss: 0.6214
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.1579
12/12 [==============================] - 0s 2ms/step - loss: 0.6192
12/12 [==============================] - 0s 2ms/step - loss: 0.6192
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.1589
12/12 [==============================] - 0s 2ms/step - loss: 0.6171
12/12 [==============================] - 0s 2ms/step - loss: 0.6171
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.1599
12/12 [==============================] - 0s 2ms/step - loss: 0.6150
12/12 [==============================] - 0s 2ms/step - loss: 0.6150
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.1609
12/12 [==============================] - 0s 2ms/step - loss: 0.6134
12/12 [==============================] - 0s 2ms/step - loss: 0.6134
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.1619
12/12 [==============================] - 0s 2ms/step - loss: 0.6113
12/12 [==============================] - 0s 2ms/step - loss: 0.6113
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.1630
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
12/12 [==============================] - 0s 2ms/step - loss: 0.6086
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.1643
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
12/12 [==============================] - 0s 2ms/step - loss: 0.6059
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.1656
12/12 [==============================] - 0s 2ms/step - loss: 0.6037
12/12 [==============================] - 0s 2ms/step - loss: 0.6037
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.1666
12/12 [==============================] - 0s 2ms/step - loss: 0.6017
12/12 [==============================] - 0s 2ms/step - loss: 0.6017
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.1678
12/12 [==============================] - 0s 2ms/step - loss: 0.5994
12/12 [==============================] - 0s 2ms/step - loss: 0.5994
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.1689
12/12 [==============================] - 0s 2ms/step - loss: 0.5975
12/12 [==============================] - 0s 2ms/step - loss: 0.5975
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.1700
12/12 [==============================] - 0s 2ms/step - loss: 0.5949
12/12 [==============================] - 0s 2ms/step - loss: 0.5949
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.1714
12/12 [==============================] - 0s 2ms/step - loss: 0.5921
12/12 [==============================] - 0s 3ms/step - loss: 0.5921
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.1728
12/12 [==============================] - 0s 3ms/step - loss: 0.5894
12/12 [==============================] - 0s 3ms/step - loss: 0.5894
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.1742
12/12 [==============================] - 0s 3ms/step - loss: 0.5863
12/12 [==============================] - 0s 4ms/step - loss: 0.5863
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.1752
12/12 [==============================] - 0s 3ms/step - loss: 0.5843
12/12 [==============================] - 0s 3ms/step - loss: 0.5843
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.1764
12/12 [==============================] - 0s 3ms/step - loss: 0.5813
12/12 [==============================] - 0s 3ms/step - loss: 0.5813
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.1775
12/12 [==============================] - 0s 2ms/step - loss: 0.5790
12/12 [==============================] - 0s 3ms/step - loss: 0.5790
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.1784
12/12 [==============================] - 0s 2ms/step - loss: 0.5765
12/12 [==============================] - 0s 3ms/step - loss: 0.5765
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.1794
12/12 [==============================] - 0s 2ms/step - loss: 0.5739
12/12 [==============================] - 0s 2ms/step - loss: 0.5739
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.1805
12/12 [==============================] - 0s 2ms/step - loss: 0.5718
12/12 [==============================] - 0s 2ms/step - loss: 0.5718
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.1819
12/12 [==============================] - 0s 2ms/step - loss: 0.5686
12/12 [==============================] - 0s 2ms/step - loss: 0.5686
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.1835
12/12 [==============================] - 0s 2ms/step - loss: 0.5663
12/12 [==============================] - 0s 2ms/step - loss: 0.5663
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.1845
12/12 [==============================] - 0s 2ms/step - loss: 0.5646
12/12 [==============================] - 0s 2ms/step - loss: 0.5646
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.1862
12/12 [==============================] - 0s 2ms/step - loss: 0.5614
12/12 [==============================] - 0s 2ms/step - loss: 0.5614
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.1875
12/12 [==============================] - 0s 2ms/step - loss: 0.5597
12/12 [==============================] - 0s 2ms/step - loss: 0.5597
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.1891
12/12 [==============================] - 0s 2ms/step - loss: 0.5565
12/12 [==============================] - 0s 2ms/step - loss: 0.5565
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.1906
12/12 [==============================] - 0s 2ms/step - loss: 0.5545
12/12 [==============================] - 0s 2ms/step - loss: 0.5545
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.1921
12/12 [==============================] - 0s 2ms/step - loss: 0.5519
12/12 [==============================] - 0s 2ms/step - loss: 0.5519
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.1936
12/12 [==============================] - 0s 2ms/step - loss: 0.5497
12/12 [==============================] - 0s 3ms/step - loss: 0.5497
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.1949
12/12 [==============================] - 0s 2ms/step - loss: 0.5478
12/12 [==============================] - 0s 2ms/step - loss: 0.5478
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.1964
12/12 [==============================] - 0s 2ms/step - loss: 0.5456
12/12 [==============================] - 0s 3ms/step - loss: 0.5456
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.1979
12/12 [==============================] - 0s 2ms/step - loss: 0.5435
12/12 [==============================] - 0s 3ms/step - loss: 0.5435
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.1990
12/12 [==============================] - 0s 2ms/step - loss: 0.5421
12/12 [==============================] - 0s 2ms/step - loss: 0.5421
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.2006
12/12 [==============================] - 0s 2ms/step - loss: 0.5395
12/12 [==============================] - 0s 2ms/step - loss: 0.5395
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.2015
12/12 [==============================] - 0s 2ms/step - loss: 0.5383
12/12 [==============================] - 0s 2ms/step - loss: 0.5383
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.2021
12/12 [==============================] - 0s 2ms/step - loss: 0.5357
12/12 [==============================] - 0s 2ms/step - loss: 0.5357
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.2026
12/12 [==============================] - 0s 2ms/step - loss: 0.5342
12/12 [==============================] - 0s 3ms/step - loss: 0.5342
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.2038
12/12 [==============================] - 0s 2ms/step - loss: 0.5310
12/12 [==============================] - 0s 2ms/step - loss: 0.5310
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.2040
12/12 [==============================] - 0s 2ms/step - loss: 0.5305
12/12 [==============================] - 0s 3ms/step - loss: 0.5305
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.2050
12/12 [==============================] - 0s 2ms/step - loss: 0.5268
12/12 [==============================] - 0s 2ms/step - loss: 0.5268
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.2053
12/12 [==============================] - 0s 2ms/step - loss: 0.5262
12/12 [==============================] - 0s 2ms/step - loss: 0.5262
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.2051
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
12/12 [==============================] - 0s 2ms/step - loss: 0.5246
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.2059
12/12 [==============================] - 0s 2ms/step - loss: 0.5223
12/12 [==============================] - 0s 2ms/step - loss: 0.5223
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.2066
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
12/12 [==============================] - 0s 2ms/step - loss: 0.5209
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.2071
12/12 [==============================] - 0s 2ms/step - loss: 0.5192
12/12 [==============================] - 0s 3ms/step - loss: 0.5192
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.2075
12/12 [==============================] - 0s 2ms/step - loss: 0.5176
12/12 [==============================] - 0s 2ms/step - loss: 0.5176
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.2077
12/12 [==============================] - 0s 2ms/step - loss: 0.5161
12/12 [==============================] - 0s 2ms/step - loss: 0.5161
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.2080
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
12/12 [==============================] - 0s 2ms/step - loss: 0.5142
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.2080
12/12 [==============================] - 0s 2ms/step - loss: 0.5134
12/12 [==============================] - 0s 2ms/step - loss: 0.5134
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.2078
12/12 [==============================] - 0s 2ms/step - loss: 0.5119
12/12 [==============================] - 0s 3ms/step - loss: 0.5119
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.2080
12/12 [==============================] - 0s 2ms/step - loss: 0.5103
12/12 [==============================] - 0s 3ms/step - loss: 0.5103
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.2078
12/12 [==============================] - 0s 2ms/step - loss: 0.5097
12/12 [==============================] - 0s 2ms/step - loss: 0.5097
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.2078
12/12 [==============================] - 0s 2ms/step - loss: 0.5079
12/12 [==============================] - 0s 2ms/step - loss: 0.5079
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.2080
12/12 [==============================] - 0s 2ms/step - loss: 0.5070
12/12 [==============================] - 0s 2ms/step - loss: 0.5070
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.2082
12/12 [==============================] - 0s 2ms/step - loss: 0.5055
12/12 [==============================] - 0s 2ms/step - loss: 0.5055
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.2080
12/12 [==============================] - 0s 2ms/step - loss: 0.5045
12/12 [==============================] - 0s 2ms/step - loss: 0.5045
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.2079
12/12 [==============================] - 0s 2ms/step - loss: 0.5031
12/12 [==============================] - 0s 3ms/step - loss: 0.5031
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.2077
12/12 [==============================] - 0s 2ms/step - loss: 0.5021
12/12 [==============================] - 0s 2ms/step - loss: 0.5021
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.2077
12/12 [==============================] - 0s 2ms/step - loss: 0.5007
12/12 [==============================] - 0s 2ms/step - loss: 0.5007
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.2069
12/12 [==============================] - 0s 2ms/step - loss: 0.5003
12/12 [==============================] - 0s 2ms/step - loss: 0.5003
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.2063
12/12 [==============================] - 0s 2ms/step - loss: 0.4991
12/12 [==============================] - 0s 2ms/step - loss: 0.4991
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.2061
12/12 [==============================] - 0s 2ms/step - loss: 0.4977
12/12 [==============================] - 0s 2ms/step - loss: 0.4977
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.2056
12/12 [==============================] - 0s 2ms/step - loss: 0.4971
12/12 [==============================] - 0s 3ms/step - loss: 0.4971
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.2051
12/12 [==============================] - 0s 2ms/step - loss: 0.4960
12/12 [==============================] - 0s 2ms/step - loss: 0.4960
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.2049
12/12 [==============================] - 0s 2ms/step - loss: 0.4949
12/12 [==============================] - 0s 2ms/step - loss: 0.4949
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.2046
12/12 [==============================] - 0s 2ms/step - loss: 0.4940
12/12 [==============================] - 0s 2ms/step - loss: 0.4940
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.2041
12/12 [==============================] - 0s 2ms/step - loss: 0.4932
12/12 [==============================] - 0s 2ms/step - loss: 0.4932
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.2033
12/12 [==============================] - 0s 2ms/step - loss: 0.4924
12/12 [==============================] - 0s 2ms/step - loss: 0.4924
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.2029
12/12 [==============================] - 0s 2ms/step - loss: 0.4914
12/12 [==============================] - 0s 2ms/step - loss: 0.4914
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.2020
12/12 [==============================] - 0s 2ms/step - loss: 0.4912
12/12 [==============================] - 0s 2ms/step - loss: 0.4912
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.2015
12/12 [==============================] - 0s 2ms/step - loss: 0.4901
12/12 [==============================] - 0s 3ms/step - loss: 0.4901
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.2011
12/12 [==============================] - 0s 2ms/step - loss: 0.4896
12/12 [==============================] - 0s 2ms/step - loss: 0.4896
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.2008
12/12 [==============================] - 0s 2ms/step - loss: 0.4889
12/12 [==============================] - 0s 2ms/step - loss: 0.4889
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.2003
12/12 [==============================] - 0s 2ms/step - loss: 0.4883
12/12 [==============================] - 0s 2ms/step - loss: 0.4883
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1999
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
12/12 [==============================] - 0s 2ms/step - loss: 0.4877
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1994
12/12 [==============================] - 0s 2ms/step - loss: 0.4871
12/12 [==============================] - 0s 2ms/step - loss: 0.4871
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1989
12/12 [==============================] - 0s 2ms/step - loss: 0.4869
12/12 [==============================] - 0s 2ms/step - loss: 0.4869
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1986
12/12 [==============================] - 0s 2ms/step - loss: 0.4859
12/12 [==============================] - 0s 2ms/step - loss: 0.4859
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1975
12/12 [==============================] - 0s 2ms/step - loss: 0.4864
12/12 [==============================] - 0s 2ms/step - loss: 0.4864
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1967
12/12 [==============================] - 0s 2ms/step - loss: 0.4852
12/12 [==============================] - 0s 2ms/step - loss: 0.4852
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1963
12/12 [==============================] - 0s 2ms/step - loss: 0.4851
12/12 [==============================] - 0s 2ms/step - loss: 0.4851
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1957
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
12/12 [==============================] - 0s 2ms/step - loss: 0.4845
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1954
12/12 [==============================] - 0s 2ms/step - loss: 0.4839
12/12 [==============================] - 0s 2ms/step - loss: 0.4839
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1950
12/12 [==============================] - 0s 2ms/step - loss: 0.4835
12/12 [==============================] - 0s 3ms/step - loss: 0.4835
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1939
12/12 [==============================] - 0s 2ms/step - loss: 0.4840
12/12 [==============================] - 0s 2ms/step - loss: 0.4840
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1942
12/12 [==============================] - 0s 2ms/step - loss: 0.4818
12/12 [==============================] - 0s 2ms/step - loss: 0.4818
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1928
12/12 [==============================] - 0s 2ms/step - loss: 0.4840
12/12 [==============================] - 0s 2ms/step - loss: 0.4840
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1925
12/12 [==============================] - 0s 2ms/step - loss: 0.4812
12/12 [==============================] - 0s 2ms/step - loss: 0.4812
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1918
12/12 [==============================] - 0s 2ms/step - loss: 0.4829
12/12 [==============================] - 0s 2ms/step - loss: 0.4829
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1916
12/12 [==============================] - 0s 2ms/step - loss: 0.4805
12/12 [==============================] - 0s 2ms/step - loss: 0.4805
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1910
12/12 [==============================] - 0s 2ms/step - loss: 0.4817
12/12 [==============================] - 0s 2ms/step - loss: 0.4817
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1906
12/12 [==============================] - 0s 2ms/step - loss: 0.4797
12/12 [==============================] - 0s 2ms/step - loss: 0.4797
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1898
12/12 [==============================] - 0s 2ms/step - loss: 0.4806
12/12 [==============================] - 0s 2ms/step - loss: 0.4806
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1893
12/12 [==============================] - 0s 2ms/step - loss: 0.4787
12/12 [==============================] - 0s 2ms/step - loss: 0.4787
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1884
12/12 [==============================] - 0s 2ms/step - loss: 0.4794
12/12 [==============================] - 0s 2ms/step - loss: 0.4794
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1876
12/12 [==============================] - 0s 2ms/step - loss: 0.4781
12/12 [==============================] - 0s 2ms/step - loss: 0.4781
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1874
12/12 [==============================] - 0s 2ms/step - loss: 0.4777
12/12 [==============================] - 0s 2ms/step - loss: 0.4777
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1864
12/12 [==============================] - 0s 2ms/step - loss: 0.4775
12/12 [==============================] - 0s 3ms/step - loss: 0.4775
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1858
12/12 [==============================] - 0s 2ms/step - loss: 0.4766
12/12 [==============================] - 0s 3ms/step - loss: 0.4766
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1849
12/12 [==============================] - 0s 2ms/step - loss: 0.4767
12/12 [==============================] - 0s 2ms/step - loss: 0.4767
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1847
12/12 [==============================] - 0s 2ms/step - loss: 0.4751
12/12 [==============================] - 0s 2ms/step - loss: 0.4751
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1835
12/12 [==============================] - 0s 2ms/step - loss: 0.4758
12/12 [==============================] - 0s 2ms/step - loss: 0.4758
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1828
12/12 [==============================] - 0s 2ms/step - loss: 0.4742
12/12 [==============================] - 0s 2ms/step - loss: 0.4742
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1820
12/12 [==============================] - 0s 2ms/step - loss: 0.4748
12/12 [==============================] - 0s 2ms/step - loss: 0.4748
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1817
12/12 [==============================] - 0s 2ms/step - loss: 0.4732
12/12 [==============================] - 0s 2ms/step - loss: 0.4732
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1810
12/12 [==============================] - 0s 2ms/step - loss: 0.4737
12/12 [==============================] - 0s 2ms/step - loss: 0.4737
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1803
12/12 [==============================] - 0s 2ms/step - loss: 0.4726
12/12 [==============================] - 0s 2ms/step - loss: 0.4726
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1801
12/12 [==============================] - 0s 2ms/step - loss: 0.4723
12/12 [==============================] - 0s 2ms/step - loss: 0.4723
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1793
12/12 [==============================] - 0s 2ms/step - loss: 0.4720
12/12 [==============================] - 0s 2ms/step - loss: 0.4720
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1789
12/12 [==============================] - 0s 2ms/step - loss: 0.4714
12/12 [==============================] - 0s 2ms/step - loss: 0.4714
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1783
12/12 [==============================] - 0s 2ms/step - loss: 0.4710
12/12 [==============================] - 0s 2ms/step - loss: 0.4710
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1775
12/12 [==============================] - 0s 2ms/step - loss: 0.4707
12/12 [==============================] - 0s 2ms/step - loss: 0.4707
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1770
12/12 [==============================] - 0s 2ms/step - loss: 0.4702
12/12 [==============================] - 0s 2ms/step - loss: 0.4702
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1766
12/12 [==============================] - 0s 2ms/step - loss: 0.4698
12/12 [==============================] - 0s 2ms/step - loss: 0.4698
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1760
12/12 [==============================] - 0s 2ms/step - loss: 0.4695
12/12 [==============================] - 0s 2ms/step - loss: 0.4695
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1756
12/12 [==============================] - 0s 2ms/step - loss: 0.4689
12/12 [==============================] - 0s 2ms/step - loss: 0.4689
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1749
12/12 [==============================] - 0s 2ms/step - loss: 0.4688
12/12 [==============================] - 0s 2ms/step - loss: 0.4688
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1746
12/12 [==============================] - 0s 2ms/step - loss: 0.4679
12/12 [==============================] - 0s 2ms/step - loss: 0.4679
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1734
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
12/12 [==============================] - 0s 2ms/step - loss: 0.4687
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1732
12/12 [==============================] - 0s 2ms/step - loss: 0.4672
12/12 [==============================] - 0s 2ms/step - loss: 0.4672
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1726
12/12 [==============================] - 0s 2ms/step - loss: 0.4679
12/12 [==============================] - 0s 2ms/step - loss: 0.4679
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1718
12/12 [==============================] - 0s 2ms/step - loss: 0.4670
12/12 [==============================] - 0s 2ms/step - loss: 0.4670
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1714
12/12 [==============================] - 0s 2ms/step - loss: 0.4674
12/12 [==============================] - 0s 2ms/step - loss: 0.4674
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1710
12/12 [==============================] - 0s 2ms/step - loss: 0.4665
12/12 [==============================] - 0s 2ms/step - loss: 0.4665
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1709
12/12 [==============================] - 0s 2ms/step - loss: 0.4666
12/12 [==============================] - 0s 2ms/step - loss: 0.4666
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1702
12/12 [==============================] - 0s 2ms/step - loss: 0.4661
12/12 [==============================] - 0s 3ms/step - loss: 0.4661
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1698
12/12 [==============================] - 0s 2ms/step - loss: 0.4660
12/12 [==============================] - 0s 2ms/step - loss: 0.4660
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1693
12/12 [==============================] - 0s 2ms/step - loss: 0.4657
12/12 [==============================] - 0s 2ms/step - loss: 0.4657
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1690
12/12 [==============================] - 0s 2ms/step - loss: 0.4655
12/12 [==============================] - 0s 2ms/step - loss: 0.4655
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1684
12/12 [==============================] - 0s 2ms/step - loss: 0.4652
12/12 [==============================] - 0s 2ms/step - loss: 0.4652
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1680
12/12 [==============================] - 0s 2ms/step - loss: 0.4648
12/12 [==============================] - 0s 2ms/step - loss: 0.4648
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1674
12/12 [==============================] - 0s 2ms/step - loss: 0.4648
12/12 [==============================] - 0s 2ms/step - loss: 0.4648
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1672
12/12 [==============================] - 0s 2ms/step - loss: 0.4641
12/12 [==============================] - 0s 2ms/step - loss: 0.4641
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1667
12/12 [==============================] - 0s 2ms/step - loss: 0.4644
12/12 [==============================] - 0s 2ms/step - loss: 0.4644
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.3230
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
12/12 [==============================] - 0s 2ms/step - loss: 0.6682
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.3210
12/12 [==============================] - 0s 2ms/step - loss: 0.6554
12/12 [==============================] - 0s 2ms/step - loss: 0.6554
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.3268
12/12 [==============================] - 0s 2ms/step - loss: 0.6415
12/12 [==============================] - 0s 2ms/step - loss: 0.6415
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.3345
12/12 [==============================] - 0s 2ms/step - loss: 0.6213
12/12 [==============================] - 0s 2ms/step - loss: 0.6213
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.3463
12/12 [==============================] - 0s 2ms/step - loss: 0.5915
12/12 [==============================] - 0s 2ms/step - loss: 0.5915
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.3641
12/12 [==============================] - 0s 2ms/step - loss: 0.5534
12/12 [==============================] - 0s 2ms/step - loss: 0.5534
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.3880
12/12 [==============================] - 0s 2ms/step - loss: 0.5133
12/12 [==============================] - 0s 2ms/step - loss: 0.5133
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.4132
12/12 [==============================] - 0s 2ms/step - loss: 0.4764
12/12 [==============================] - 0s 2ms/step - loss: 0.4764
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.4345
12/12 [==============================] - 0s 2ms/step - loss: 0.4464
12/12 [==============================] - 0s 2ms/step - loss: 0.4464
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.4471
12/12 [==============================] - 0s 2ms/step - loss: 0.4267
12/12 [==============================] - 0s 2ms/step - loss: 0.4267
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.4524
12/12 [==============================] - 0s 2ms/step - loss: 0.4142
12/12 [==============================] - 0s 2ms/step - loss: 0.4142
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.4541
12/12 [==============================] - 0s 2ms/step - loss: 0.4054
12/12 [==============================] - 0s 2ms/step - loss: 0.4054
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.4548
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
12/12 [==============================] - 0s 2ms/step - loss: 0.3989
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.4553
12/12 [==============================] - 0s 2ms/step - loss: 0.3936
12/12 [==============================] - 0s 2ms/step - loss: 0.3936
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.4556
12/12 [==============================] - 0s 2ms/step - loss: 0.3897
12/12 [==============================] - 0s 2ms/step - loss: 0.3897
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.4557
12/12 [==============================] - 0s 2ms/step - loss: 0.3869
12/12 [==============================] - 0s 2ms/step - loss: 0.3869
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.4554
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.4548
12/12 [==============================] - 0s 2ms/step - loss: 0.3837
12/12 [==============================] - 0s 3ms/step - loss: 0.3837
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.4541
12/12 [==============================] - 0s 2ms/step - loss: 0.3826
12/12 [==============================] - 0s 2ms/step - loss: 0.3826
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.4533
12/12 [==============================] - 0s 2ms/step - loss: 0.3816
12/12 [==============================] - 0s 2ms/step - loss: 0.3816
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.4525
12/12 [==============================] - 0s 2ms/step - loss: 0.3810
12/12 [==============================] - 0s 2ms/step - loss: 0.3810
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.4516
12/12 [==============================] - 0s 2ms/step - loss: 0.3804
12/12 [==============================] - 0s 2ms/step - loss: 0.3804
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.4507
12/12 [==============================] - 0s 2ms/step - loss: 0.3801
12/12 [==============================] - 0s 3ms/step - loss: 0.3801
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.4498
12/12 [==============================] - 0s 2ms/step - loss: 0.3799
12/12 [==============================] - 0s 3ms/step - loss: 0.3799
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.4488
12/12 [==============================] - 0s 2ms/step - loss: 0.3798
12/12 [==============================] - 0s 2ms/step - loss: 0.3798
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.4479
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.4471
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
12/12 [==============================] - 0s 2ms/step - loss: 0.3796
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.4463
12/12 [==============================] - 0s 2ms/step - loss: 0.3798
12/12 [==============================] - 0s 2ms/step - loss: 0.3798
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.4455
12/12 [==============================] - 0s 2ms/step - loss: 0.3804
12/12 [==============================] - 0s 2ms/step - loss: 0.3804
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.4446
12/12 [==============================] - 0s 2ms/step - loss: 0.3815
12/12 [==============================] - 0s 2ms/step - loss: 0.3815
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.4437
12/12 [==============================] - 0s 3ms/step - loss: 0.3833
12/12 [==============================] - 0s 3ms/step - loss: 0.3833
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.4427
12/12 [==============================] - 0s 2ms/step - loss: 0.3858
12/12 [==============================] - 0s 2ms/step - loss: 0.3858
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.4417
12/12 [==============================] - 0s 2ms/step - loss: 0.3889
12/12 [==============================] - 0s 2ms/step - loss: 0.3889
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.4407
12/12 [==============================] - 0s 2ms/step - loss: 0.3930
12/12 [==============================] - 0s 2ms/step - loss: 0.3930
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.4398
12/12 [==============================] - 0s 2ms/step - loss: 0.3984
12/12 [==============================] - 0s 2ms/step - loss: 0.3984
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.4389
12/12 [==============================] - 0s 2ms/step - loss: 0.4055
12/12 [==============================] - 0s 2ms/step - loss: 0.4055
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.4379
12/12 [==============================] - 0s 2ms/step - loss: 0.4145
12/12 [==============================] - 0s 2ms/step - loss: 0.4145
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.4365
12/12 [==============================] - 0s 2ms/step - loss: 0.4261
12/12 [==============================] - 0s 2ms/step - loss: 0.4261
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.4343
12/12 [==============================] - 0s 2ms/step - loss: 0.4400
12/12 [==============================] - 0s 2ms/step - loss: 0.4400
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.4301
12/12 [==============================] - 0s 2ms/step - loss: 0.4544
12/12 [==============================] - 0s 2ms/step - loss: 0.4544
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.4225
12/12 [==============================] - 0s 2ms/step - loss: 0.4650
12/12 [==============================] - 0s 2ms/step - loss: 0.4650
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.4100
12/12 [==============================] - 0s 2ms/step - loss: 0.4681
12/12 [==============================] - 0s 2ms/step - loss: 0.4681
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.3926
12/12 [==============================] - 0s 2ms/step - loss: 0.4643
12/12 [==============================] - 0s 2ms/step - loss: 0.4643
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.3721
12/12 [==============================] - 0s 2ms/step - loss: 0.4571
12/12 [==============================] - 0s 3ms/step - loss: 0.4571
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.3510
12/12 [==============================] - 0s 2ms/step - loss: 0.4489
12/12 [==============================] - 0s 2ms/step - loss: 0.4489
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.3312
12/12 [==============================] - 0s 2ms/step - loss: 0.4409
12/12 [==============================] - 0s 2ms/step - loss: 0.4409
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.3138
12/12 [==============================] - 0s 2ms/step - loss: 0.4332
12/12 [==============================] - 0s 2ms/step - loss: 0.4332
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.2999
12/12 [==============================] - 0s 2ms/step - loss: 0.4264
12/12 [==============================] - 0s 2ms/step - loss: 0.4264
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.2896
12/12 [==============================] - 0s 2ms/step - loss: 0.4203
12/12 [==============================] - 0s 2ms/step - loss: 0.4203
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.2824
12/12 [==============================] - 0s 2ms/step - loss: 0.4148
12/12 [==============================] - 0s 3ms/step - loss: 0.4148
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.2775
12/12 [==============================] - 0s 2ms/step - loss: 0.4099
12/12 [==============================] - 0s 3ms/step - loss: 0.4099
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.2739
12/12 [==============================] - 0s 2ms/step - loss: 0.4055
12/12 [==============================] - 0s 3ms/step - loss: 0.4055
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.2712
12/12 [==============================] - 0s 2ms/step - loss: 0.4016
12/12 [==============================] - 0s 2ms/step - loss: 0.4016
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.2692
12/12 [==============================] - 0s 2ms/step - loss: 0.3981
12/12 [==============================] - 0s 2ms/step - loss: 0.3981
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.2677
12/12 [==============================] - 0s 2ms/step - loss: 0.3949
12/12 [==============================] - 0s 2ms/step - loss: 0.3949
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.2665
12/12 [==============================] - 0s 2ms/step - loss: 0.3921
12/12 [==============================] - 0s 2ms/step - loss: 0.3921
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.2655
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.2647
12/12 [==============================] - 0s 2ms/step - loss: 0.3872
12/12 [==============================] - 0s 2ms/step - loss: 0.3872
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.2643
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
12/12 [==============================] - 0s 2ms/step - loss: 0.3851
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.2640
12/12 [==============================] - 0s 2ms/step - loss: 0.3832
12/12 [==============================] - 0s 2ms/step - loss: 0.3832
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.2638
12/12 [==============================] - 0s 2ms/step - loss: 0.3816
12/12 [==============================] - 0s 2ms/step - loss: 0.3816
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.2637
12/12 [==============================] - 0s 2ms/step - loss: 0.3801
12/12 [==============================] - 0s 2ms/step - loss: 0.3801
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.2636
12/12 [==============================] - 0s 2ms/step - loss: 0.3788
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.2635
12/12 [==============================] - 0s 2ms/step - loss: 0.3776
12/12 [==============================] - 0s 3ms/step - loss: 0.3776
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.2636
12/12 [==============================] - 0s 2ms/step - loss: 0.3765
12/12 [==============================] - 0s 2ms/step - loss: 0.3765
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.2636
12/12 [==============================] - 0s 2ms/step - loss: 0.3755
12/12 [==============================] - 0s 2ms/step - loss: 0.3755
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.2637
12/12 [==============================] - 0s 2ms/step - loss: 0.3745
12/12 [==============================] - 0s 2ms/step - loss: 0.3745
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.2637
12/12 [==============================] - 0s 2ms/step - loss: 0.3736
12/12 [==============================] - 0s 2ms/step - loss: 0.3736
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.2638
12/12 [==============================] - 0s 2ms/step - loss: 0.3728
12/12 [==============================] - 0s 2ms/step - loss: 0.3728
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.2639
12/12 [==============================] - 0s 2ms/step - loss: 0.3720
12/12 [==============================] - 0s 2ms/step - loss: 0.3720
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.2640
12/12 [==============================] - 0s 2ms/step - loss: 0.3713
12/12 [==============================] - 0s 2ms/step - loss: 0.3713
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.2641
12/12 [==============================] - 0s 2ms/step - loss: 0.3706
12/12 [==============================] - 0s 2ms/step - loss: 0.3706
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.2642
12/12 [==============================] - 0s 2ms/step - loss: 0.3699
12/12 [==============================] - 0s 2ms/step - loss: 0.3699
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.2643
12/12 [==============================] - 0s 2ms/step - loss: 0.3693
12/12 [==============================] - 0s 3ms/step - loss: 0.3693
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.2644
12/12 [==============================] - 0s 2ms/step - loss: 0.3687
12/12 [==============================] - 0s 2ms/step - loss: 0.3687
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.2645
12/12 [==============================] - 0s 2ms/step - loss: 0.3682
12/12 [==============================] - 0s 2ms/step - loss: 0.3682
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.2646
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.2647
12/12 [==============================] - 0s 2ms/step - loss: 0.3670
12/12 [==============================] - 0s 2ms/step - loss: 0.3670
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.2648
12/12 [==============================] - 0s 2ms/step - loss: 0.3665
12/12 [==============================] - 0s 2ms/step - loss: 0.3665
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.2648
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.2649
12/12 [==============================] - 0s 2ms/step - loss: 0.3655
12/12 [==============================] - 0s 2ms/step - loss: 0.3655
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.2649
12/12 [==============================] - 0s 2ms/step - loss: 0.3651
12/12 [==============================] - 0s 2ms/step - loss: 0.3651
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.2649
12/12 [==============================] - 0s 2ms/step - loss: 0.3646
12/12 [==============================] - 0s 2ms/step - loss: 0.3646
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.2649
12/12 [==============================] - 0s 2ms/step - loss: 0.3642
12/12 [==============================] - 0s 2ms/step - loss: 0.3642
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.2648
12/12 [==============================] - 0s 2ms/step - loss: 0.3639
12/12 [==============================] - 0s 3ms/step - loss: 0.3639
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.2647
12/12 [==============================] - 0s 2ms/step - loss: 0.3636
12/12 [==============================] - 0s 2ms/step - loss: 0.3636
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.2646
12/12 [==============================] - 0s 2ms/step - loss: 0.3632
12/12 [==============================] - 0s 2ms/step - loss: 0.3632
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.2645
12/12 [==============================] - 0s 2ms/step - loss: 0.3629
12/12 [==============================] - 0s 2ms/step - loss: 0.3629
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.2644
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
12/12 [==============================] - 0s 2ms/step - loss: 0.3626
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.2642
12/12 [==============================] - 0s 2ms/step - loss: 0.3623
12/12 [==============================] - 0s 2ms/step - loss: 0.3623
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.2641
12/12 [==============================] - 0s 2ms/step - loss: 0.3620
12/12 [==============================] - 0s 2ms/step - loss: 0.3620
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.2639
12/12 [==============================] - 0s 2ms/step - loss: 0.3617
12/12 [==============================] - 0s 3ms/step - loss: 0.3617
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.2637
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
12/12 [==============================] - 0s 2ms/step - loss: 0.3614
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.2634
12/12 [==============================] - 0s 2ms/step - loss: 0.3612
12/12 [==============================] - 0s 3ms/step - loss: 0.3612
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.2632
12/12 [==============================] - 0s 2ms/step - loss: 0.3609
12/12 [==============================] - 0s 2ms/step - loss: 0.3609
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.2629
12/12 [==============================] - 0s 2ms/step - loss: 0.3606
12/12 [==============================] - 0s 2ms/step - loss: 0.3606
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.2625
12/12 [==============================] - 0s 2ms/step - loss: 0.3604
12/12 [==============================] - 0s 2ms/step - loss: 0.3604
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.2622
12/12 [==============================] - 0s 2ms/step - loss: 0.3601
12/12 [==============================] - 0s 2ms/step - loss: 0.3601
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.2618
12/12 [==============================] - 0s 2ms/step - loss: 0.3599
12/12 [==============================] - 0s 2ms/step - loss: 0.3599
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.2614
12/12 [==============================] - 0s 2ms/step - loss: 0.3597
12/12 [==============================] - 0s 2ms/step - loss: 0.3597
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.2610
12/12 [==============================] - 0s 2ms/step - loss: 0.3594
12/12 [==============================] - 0s 2ms/step - loss: 0.3594
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.2605
12/12 [==============================] - 0s 2ms/step - loss: 0.3592
12/12 [==============================] - 0s 3ms/step - loss: 0.3592
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.2602
12/12 [==============================] - 0s 2ms/step - loss: 0.3590
12/12 [==============================] - 0s 2ms/step - loss: 0.3590
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.2597
12/12 [==============================] - 0s 2ms/step - loss: 0.3587
12/12 [==============================] - 0s 2ms/step - loss: 0.3587
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.2593
12/12 [==============================] - 0s 2ms/step - loss: 0.3585
12/12 [==============================] - 0s 2ms/step - loss: 0.3585
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.2588
12/12 [==============================] - 0s 2ms/step - loss: 0.3583
12/12 [==============================] - 0s 2ms/step - loss: 0.3583
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.2584
12/12 [==============================] - 0s 2ms/step - loss: 0.3581
12/12 [==============================] - 0s 2ms/step - loss: 0.3581
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.2580
12/12 [==============================] - 0s 2ms/step - loss: 0.3578
12/12 [==============================] - 0s 2ms/step - loss: 0.3578
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.2575
12/12 [==============================] - 0s 2ms/step - loss: 0.3576
12/12 [==============================] - 0s 2ms/step - loss: 0.3576
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.2570
12/12 [==============================] - 0s 2ms/step - loss: 0.3574
12/12 [==============================] - 0s 3ms/step - loss: 0.3574
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.2567
12/12 [==============================] - 0s 2ms/step - loss: 0.3572
12/12 [==============================] - 0s 3ms/step - loss: 0.3572
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.2562
12/12 [==============================] - 0s 2ms/step - loss: 0.3570
12/12 [==============================] - 0s 2ms/step - loss: 0.3570
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.2559
12/12 [==============================] - 0s 2ms/step - loss: 0.3568
12/12 [==============================] - 0s 2ms/step - loss: 0.3568
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.2553
12/12 [==============================] - 0s 2ms/step - loss: 0.3566
12/12 [==============================] - 0s 3ms/step - loss: 0.3566
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.2552
12/12 [==============================] - 0s 2ms/step - loss: 0.3564
12/12 [==============================] - 0s 2ms/step - loss: 0.3564
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.2546
12/12 [==============================] - 0s 2ms/step - loss: 0.3562
12/12 [==============================] - 0s 2ms/step - loss: 0.3562
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.2547
12/12 [==============================] - 0s 2ms/step - loss: 0.3561
12/12 [==============================] - 0s 2ms/step - loss: 0.3561
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.2543
12/12 [==============================] - 0s 2ms/step - loss: 0.3559
12/12 [==============================] - 0s 2ms/step - loss: 0.3559
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.2550
12/12 [==============================] - 0s 2ms/step - loss: 0.3558
12/12 [==============================] - 0s 2ms/step - loss: 0.3558
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.2577
12/12 [==============================] - 0s 2ms/step - loss: 0.3559
12/12 [==============================] - 0s 2ms/step - loss: 0.3559
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.2550
12/12 [==============================] - 0s 2ms/step - loss: 0.3556
12/12 [==============================] - 0s 2ms/step - loss: 0.3556
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.2583
12/12 [==============================] - 0s 2ms/step - loss: 0.3558
12/12 [==============================] - 0s 2ms/step - loss: 0.3558
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.2521
12/12 [==============================] - 0s 2ms/step - loss: 0.3552
12/12 [==============================] - 0s 2ms/step - loss: 0.3552
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.2518
12/12 [==============================] - 0s 2ms/step - loss: 0.3550
12/12 [==============================] - 0s 2ms/step - loss: 0.3550
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.2504
12/12 [==============================] - 0s 2ms/step - loss: 0.3548
12/12 [==============================] - 0s 2ms/step - loss: 0.3548
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.2515
12/12 [==============================] - 0s 2ms/step - loss: 0.3547
12/12 [==============================] - 0s 2ms/step - loss: 0.3547
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.2497
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
12/12 [==============================] - 0s 2ms/step - loss: 0.3544
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.2513
12/12 [==============================] - 0s 2ms/step - loss: 0.3545
12/12 [==============================] - 0s 2ms/step - loss: 0.3545
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.2484
12/12 [==============================] - 0s 2ms/step - loss: 0.3541
12/12 [==============================] - 0s 2ms/step - loss: 0.3541
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.2489
12/12 [==============================] - 0s 2ms/step - loss: 0.3541
12/12 [==============================] - 0s 2ms/step - loss: 0.3541
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.2471
12/12 [==============================] - 0s 2ms/step - loss: 0.3538
12/12 [==============================] - 0s 2ms/step - loss: 0.3538
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.2483
12/12 [==============================] - 0s 2ms/step - loss: 0.3538
12/12 [==============================] - 0s 2ms/step - loss: 0.3538
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.2460
12/12 [==============================] - 0s 2ms/step - loss: 0.3535
12/12 [==============================] - 0s 2ms/step - loss: 0.3535
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.2473
12/12 [==============================] - 0s 2ms/step - loss: 0.3535
12/12 [==============================] - 0s 2ms/step - loss: 0.3535
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.2443
12/12 [==============================] - 0s 2ms/step - loss: 0.3532
12/12 [==============================] - 0s 2ms/step - loss: 0.3532
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.2457
12/12 [==============================] - 0s 2ms/step - loss: 0.3532
12/12 [==============================] - 0s 2ms/step - loss: 0.3532
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.2423
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.2429
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.2409
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.2423
12/12 [==============================] - 0s 2ms/step - loss: 0.3526
12/12 [==============================] - 0s 3ms/step - loss: 0.3526
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.2394
12/12 [==============================] - 0s 2ms/step - loss: 0.3523
12/12 [==============================] - 0s 2ms/step - loss: 0.3523
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.2411
12/12 [==============================] - 0s 2ms/step - loss: 0.3524
12/12 [==============================] - 0s 2ms/step - loss: 0.3524
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.2374
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.2378
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.2352
12/12 [==============================] - 0s 3ms/step - loss: 0.3517
12/12 [==============================] - 0s 3ms/step - loss: 0.3517
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.2358
12/12 [==============================] - 0s 2ms/step - loss: 0.3517
12/12 [==============================] - 0s 2ms/step - loss: 0.3517
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.2341
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
12/12 [==============================] - 0s 2ms/step - loss: 0.3515
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.2356
12/12 [==============================] - 0s 2ms/step - loss: 0.3516
12/12 [==============================] - 0s 2ms/step - loss: 0.3516
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.2321
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.2332
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.2304
12/12 [==============================] - 0s 2ms/step - loss: 0.3510
12/12 [==============================] - 0s 2ms/step - loss: 0.3510
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.2325
12/12 [==============================] - 0s 2ms/step - loss: 0.3512
12/12 [==============================] - 0s 2ms/step - loss: 0.3512
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.2283
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
12/12 [==============================] - 0s 2ms/step - loss: 0.3508
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.2305
12/12 [==============================] - 0s 2ms/step - loss: 0.3509
12/12 [==============================] - 0s 3ms/step - loss: 0.3509
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.2262
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
12/12 [==============================] - 0s 3ms/step - loss: 0.3505
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.2289
12/12 [==============================] - 0s 2ms/step - loss: 0.3507
12/12 [==============================] - 0s 2ms/step - loss: 0.3507
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.2242
12/12 [==============================] - 0s 2ms/step - loss: 0.3503
12/12 [==============================] - 0s 3ms/step - loss: 0.3503
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.2261
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
12/12 [==============================] - 0s 2ms/step - loss: 0.3504
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.2225
12/12 [==============================] - 0s 2ms/step - loss: 0.3500
12/12 [==============================] - 0s 2ms/step - loss: 0.3500
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.2263
12/12 [==============================] - 0s 2ms/step - loss: 0.3503
12/12 [==============================] - 0s 2ms/step - loss: 0.3503
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.2198
12/12 [==============================] - 0s 2ms/step - loss: 0.3498
12/12 [==============================] - 0s 3ms/step - loss: 0.3498
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.2219
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.2186
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.2224
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.2168
12/12 [==============================] - 0s 2ms/step - loss: 0.3494
12/12 [==============================] - 0s 2ms/step - loss: 0.3494
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.2221
12/12 [==============================] - 0s 2ms/step - loss: 0.3497
12/12 [==============================] - 0s 2ms/step - loss: 0.3497
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.2134
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.2174
12/12 [==============================] - 0s 2ms/step - loss: 0.3494
12/12 [==============================] - 0s 2ms/step - loss: 0.3494
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.2123
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
12/12 [==============================] - 0s 3ms/step - loss: 0.3488
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.2178
12/12 [==============================] - 0s 2ms/step - loss: 0.3492
12/12 [==============================] - 0s 2ms/step - loss: 0.3492
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.2101
12/12 [==============================] - 0s 2ms/step - loss: 0.3486
12/12 [==============================] - 0s 2ms/step - loss: 0.3486
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.2149
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.2091
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.2165
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.2054
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.2100
12/12 [==============================] - 0s 2ms/step - loss: 0.3485
12/12 [==============================] - 0s 2ms/step - loss: 0.3485
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.2057
12/12 [==============================] - 0s 2ms/step - loss: 0.3480
12/12 [==============================] - 0s 2ms/step - loss: 0.3480
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.2145
12/12 [==============================] - 0s 2ms/step - loss: 0.3487
12/12 [==============================] - 0s 2ms/step - loss: 0.3487
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.2018
12/12 [==============================] - 0s 2ms/step - loss: 0.3478
12/12 [==============================] - 0s 2ms/step - loss: 0.3478
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.2029
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.2051
12/12 [==============================] - 0s 2ms/step - loss: 0.3487
12/12 [==============================] - 0s 2ms/step - loss: 0.3487
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.2184
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
12/12 [==============================] - 0s 2ms/step - loss: 0.3488
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1986
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1991
12/12 [==============================] - 0s 2ms/step - loss: 0.3471
12/12 [==============================] - 0s 2ms/step - loss: 0.3471
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.2102
12/12 [==============================] - 0s 2ms/step - loss: 0.3480
12/12 [==============================] - 0s 2ms/step - loss: 0.3480
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1971
12/12 [==============================] - 0s 2ms/step - loss: 0.3475
12/12 [==============================] - 0s 2ms/step - loss: 0.3475
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1973
12/12 [==============================] - 0s 2ms/step - loss: 0.3469
12/12 [==============================] - 0s 2ms/step - loss: 0.3469
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.2050
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1989
12/12 [==============================] - 0s 2ms/step - loss: 0.3474
12/12 [==============================] - 0s 2ms/step - loss: 0.3474
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.2115
12/12 [==============================] - 0s 2ms/step - loss: 0.3480
12/12 [==============================] - 0s 2ms/step - loss: 0.3480
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1941
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1980
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
12/12 [==============================] - 0s 2ms/step - loss: 0.3476
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.2178
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1964
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
12/12 [==============================] - 0s 2ms/step - loss: 0.3484
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.2219
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
12/12 [==============================] - 0s 2ms/step - loss: 0.3513
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.2446
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
12/12 [==============================] - 0s 2ms/step - loss: 0.3529
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.2073
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
12/12 [==============================] - 0s 2ms/step - loss: 0.3499
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1921
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.2058
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.2038
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1951
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1890
12/12 [==============================] - 0s 2ms/step - loss: 0.3472
12/12 [==============================] - 0s 2ms/step - loss: 0.3472
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1917
12/12 [==============================] - 0s 2ms/step - loss: 0.3470
12/12 [==============================] - 0s 2ms/step - loss: 0.3470
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1896
12/12 [==============================] - 0s 2ms/step - loss: 0.3465
12/12 [==============================] - 0s 2ms/step - loss: 0.3465
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1902
12/12 [==============================] - 0s 3ms/step - loss: 0.3464
12/12 [==============================] - 0s 3ms/step - loss: 0.3464
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1903
12/12 [==============================] - 0s 2ms/step - loss: 0.3460
12/12 [==============================] - 0s 3ms/step - loss: 0.3460
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1938
12/12 [==============================] - 0s 2ms/step - loss: 0.3463
12/12 [==============================] - 0s 3ms/step - loss: 0.3463
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.2033
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
12/12 [==============================] - 0s 2ms/step - loss: 0.3505
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.2205
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
12/12 [==============================] - 0s 2ms/step - loss: 0.3496
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1915
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
12/12 [==============================] - 0s 2ms/step - loss: 0.3481
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.2717
12/12 [==============================] - 0s 2ms/step - loss: 0.3549
12/12 [==============================] - 0s 2ms/step - loss: 0.3549
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.2555
12/12 [==============================] - 0s 2ms/step - loss: 0.3568
12/12 [==============================] - 0s 2ms/step - loss: 0.3568
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.2399
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
12/12 [==============================] - 0s 2ms/step - loss: 0.3520
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.2012
12/12 [==============================] - 0s 2ms/step - loss: 0.3493
12/12 [==============================] - 0s 2ms/step - loss: 0.3493
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1864
12/12 [==============================] - 0s 2ms/step - loss: 0.3491
12/12 [==============================] - 0s 2ms/step - loss: 0.3491
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1850
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
12/12 [==============================] - 0s 3ms/step - loss: 0.3479
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1884
12/12 [==============================] - 0s 2ms/step - loss: 0.3471
12/12 [==============================] - 0s 3ms/step - loss: 0.3471
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1891
12/12 [==============================] - 0s 2ms/step - loss: 0.3466
12/12 [==============================] - 0s 2ms/step - loss: 0.3466
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1884
12/12 [==============================] - 0s 2ms/step - loss: 0.3462
12/12 [==============================] - 0s 2ms/step - loss: 0.3462
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1882
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1898
12/12 [==============================] - 0s 2ms/step - loss: 0.3456
12/12 [==============================] - 0s 3ms/step - loss: 0.3456
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1887
12/12 [==============================] - 0s 2ms/step - loss: 0.3453
12/12 [==============================] - 0s 2ms/step - loss: 0.3453
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1888
12/12 [==============================] - 0s 2ms/step - loss: 0.3451
12/12 [==============================] - 0s 2ms/step - loss: 0.3451
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1888
12/12 [==============================] - 0s 2ms/step - loss: 0.3449
12/12 [==============================] - 0s 2ms/step - loss: 0.3449
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1893
12/12 [==============================] - 0s 2ms/step - loss: 0.3449
12/12 [==============================] - 0s 2ms/step - loss: 0.3449
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1943
12/12 [==============================] - 0s 2ms/step - loss: 0.3464
12/12 [==============================] - 0s 2ms/step - loss: 0.3464
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.2056
12/12 [==============================] - 0s 2ms/step - loss: 0.3463
12/12 [==============================] - 0s 2ms/step - loss: 0.3463
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1900
12/12 [==============================] - 0s 2ms/step - loss: 0.3455
12/12 [==============================] - 0s 2ms/step - loss: 0.3455
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.2182
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
12/12 [==============================] - 0s 2ms/step - loss: 0.3490
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.2242
12/12 [==============================] - 0s 2ms/step - loss: 0.3497
12/12 [==============================] - 0s 2ms/step - loss: 0.3497
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1993
12/12 [==============================] - 0s 2ms/step - loss: 0.3466
12/12 [==============================] - 0s 2ms/step - loss: 0.3466
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1852
12/12 [==============================] - 0s 2ms/step - loss: 0.3460
12/12 [==============================] - 0s 2ms/step - loss: 0.3460
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1860
12/12 [==============================] - 0s 2ms/step - loss: 0.3454
12/12 [==============================] - 0s 2ms/step - loss: 0.3454
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1877
12/12 [==============================] - 0s 2ms/step - loss: 0.3451
12/12 [==============================] - 0s 2ms/step - loss: 0.3451
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1869
12/12 [==============================] - 0s 2ms/step - loss: 0.3447
12/12 [==============================] - 0s 3ms/step - loss: 0.3447
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1875
12/12 [==============================] - 0s 2ms/step - loss: 0.3446
12/12 [==============================] - 0s 2ms/step - loss: 0.3446
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1872
12/12 [==============================] - 0s 2ms/step - loss: 0.3443
12/12 [==============================] - 0s 2ms/step - loss: 0.3443
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1876
12/12 [==============================] - 0s 2ms/step - loss: 0.3444
12/12 [==============================] - 0s 2ms/step - loss: 0.3444
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1904
12/12 [==============================] - 0s 2ms/step - loss: 0.3447
12/12 [==============================] - 0s 2ms/step - loss: 0.3447
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.2046
12/12 [==============================] - 0s 2ms/step - loss: 0.3461
12/12 [==============================] - 0s 2ms/step - loss: 0.3461
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1913
12/12 [==============================] - 0s 2ms/step - loss: 0.3449
12/12 [==============================] - 0s 2ms/step - loss: 0.3449
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1961
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.2133
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
12/12 [==============================] - 0s 2ms/step - loss: 0.3479
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1948
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
12/12 [==============================] - 0s 2ms/step - loss: 0.3457
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1837
12/12 [==============================] - 0s 2ms/step - loss: 0.3452
12/12 [==============================] - 0s 3ms/step - loss: 0.3452
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1842
12/12 [==============================] - 0s 2ms/step - loss: 0.3444
12/12 [==============================] - 0s 2ms/step - loss: 0.3444
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.1878
12/12 [==============================] - 0s 2ms/step - loss: 0.3444
12/12 [==============================] - 0s 2ms/step - loss: 0.3444
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.1851
12/12 [==============================] - 0s 2ms/step - loss: 0.3441
12/12 [==============================] - 0s 2ms/step - loss: 0.3441
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.1853
12/12 [==============================] - 0s 3ms/step - loss: 0.3438
12/12 [==============================] - 0s 4ms/step - loss: 0.3438
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.1864
12/12 [==============================] - 0s 2ms/step - loss: 0.3439
12/12 [==============================] - 0s 3ms/step - loss: 0.3439
Epoch: 250
1/12 [=>............................] - ETA: 0s - loss: 0.0772
12/12 [==============================] - 0s 2ms/step - loss: 0.4018
12/12 [==============================] - 0s 2ms/step - loss: 0.4018
Epoch: 1
1/12 [=>............................] - ETA: 0s - loss: 0.0716
12/12 [==============================] - 0s 2ms/step - loss: 0.3975
12/12 [==============================] - 0s 2ms/step - loss: 0.3975
Epoch: 2
1/12 [=>............................] - ETA: 0s - loss: 0.0679
12/12 [==============================] - 0s 2ms/step - loss: 0.3959
12/12 [==============================] - 0s 2ms/step - loss: 0.3959
Epoch: 3
1/12 [=>............................] - ETA: 0s - loss: 0.0648
12/12 [==============================] - 0s 2ms/step - loss: 0.3950
12/12 [==============================] - 0s 2ms/step - loss: 0.3950
Epoch: 4
1/12 [=>............................] - ETA: 0s - loss: 0.0621
12/12 [==============================] - 0s 2ms/step - loss: 0.3940
12/12 [==============================] - 0s 3ms/step - loss: 0.3940
Epoch: 5
1/12 [=>............................] - ETA: 0s - loss: 0.0598
12/12 [==============================] - 0s 2ms/step - loss: 0.3934
12/12 [==============================] - 0s 3ms/step - loss: 0.3934
Epoch: 6
1/12 [=>............................] - ETA: 0s - loss: 0.0574
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
12/12 [==============================] - 0s 2ms/step - loss: 0.3929
Epoch: 7
1/12 [=>............................] - ETA: 0s - loss: 0.0550
12/12 [==============================] - 0s 2ms/step - loss: 0.3925
12/12 [==============================] - 0s 2ms/step - loss: 0.3925
Epoch: 8
1/12 [=>............................] - ETA: 0s - loss: 0.0526
12/12 [==============================] - 0s 2ms/step - loss: 0.3920
12/12 [==============================] - 0s 2ms/step - loss: 0.3920
Epoch: 9
1/12 [=>............................] - ETA: 0s - loss: 0.0502
12/12 [==============================] - 0s 2ms/step - loss: 0.3916
12/12 [==============================] - 0s 2ms/step - loss: 0.3916
Epoch: 10
1/12 [=>............................] - ETA: 0s - loss: 0.0478
12/12 [==============================] - 0s 2ms/step - loss: 0.3913
12/12 [==============================] - 0s 2ms/step - loss: 0.3913
Epoch: 11
1/12 [=>............................] - ETA: 0s - loss: 0.0455
12/12 [==============================] - 0s 2ms/step - loss: 0.3910
12/12 [==============================] - 0s 2ms/step - loss: 0.3910
Epoch: 12
1/12 [=>............................] - ETA: 0s - loss: 0.0432
12/12 [==============================] - 0s 2ms/step - loss: 0.3907
12/12 [==============================] - 0s 2ms/step - loss: 0.3907
Epoch: 13
1/12 [=>............................] - ETA: 0s - loss: 0.0412
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
Epoch: 14
1/12 [=>............................] - ETA: 0s - loss: 0.0398
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
Epoch: 15
1/12 [=>............................] - ETA: 0s - loss: 0.0386
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
Epoch: 16
1/12 [=>............................] - ETA: 0s - loss: 0.0378
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
Epoch: 17
1/12 [=>............................] - ETA: 0s - loss: 0.0369
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
Epoch: 18
1/12 [=>............................] - ETA: 0s - loss: 0.0365
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 3ms/step - loss: 0.3905
Epoch: 19
1/12 [=>............................] - ETA: 0s - loss: 0.0366
12/12 [==============================] - 0s 2ms/step - loss: 0.3905
12/12 [==============================] - 0s 3ms/step - loss: 0.3905
Epoch: 20
1/12 [=>............................] - ETA: 0s - loss: 0.0360
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
Epoch: 21
1/12 [=>............................] - ETA: 0s - loss: 0.0363
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
12/12 [==============================] - 0s 3ms/step - loss: 0.3904
Epoch: 22
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
Epoch: 23
1/12 [=>............................] - ETA: 0s - loss: 0.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
12/12 [==============================] - 0s 2ms/step - loss: 0.3904
Epoch: 24
1/12 [=>............................] - ETA: 0s - loss: 0.0353
12/12 [==============================] - 0s 2ms/step - loss: 0.3903
12/12 [==============================] - 0s 2ms/step - loss: 0.3903
Epoch: 25
1/12 [=>............................] - ETA: 0s - loss: 0.0354
12/12 [==============================] - 0s 2ms/step - loss: 0.3903
12/12 [==============================] - 0s 2ms/step - loss: 0.3903
Epoch: 26
1/12 [=>............................] - ETA: 0s - loss: 0.0351
12/12 [==============================] - 0s 2ms/step - loss: 0.3903
12/12 [==============================] - 0s 3ms/step - loss: 0.3903
Epoch: 27
1/12 [=>............................] - ETA: 0s - loss: 0.0351
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
Epoch: 28
1/12 [=>............................] - ETA: 0s - loss: 0.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
Epoch: 29
1/12 [=>............................] - ETA: 0s - loss: 0.0350
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
Epoch: 30
1/12 [=>............................] - ETA: 0s - loss: 0.0347
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
12/12 [==============================] - 0s 2ms/step - loss: 0.3902
Epoch: 31
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
Epoch: 32
1/12 [=>............................] - ETA: 0s - loss: 0.0345
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
Epoch: 33
1/12 [=>............................] - ETA: 0s - loss: 0.0344
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
Epoch: 34
1/12 [=>............................] - ETA: 0s - loss: 0.0345
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
12/12 [==============================] - 0s 2ms/step - loss: 0.3901
Epoch: 35
1/12 [=>............................] - ETA: 0s - loss: 0.0345
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 36
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 37
1/12 [=>............................] - ETA: 0s - loss: 0.0346
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 38
1/12 [=>............................] - ETA: 0s - loss: 0.0347
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 39
1/12 [=>............................] - ETA: 0s - loss: 0.0347
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 40
1/12 [=>............................] - ETA: 0s - loss: 0.0348
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.3899
Epoch: 41
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.3899
Epoch: 42
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.3899
Epoch: 43
1/12 [=>............................] - ETA: 0s - loss: 0.0349
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 44
1/12 [=>............................] - ETA: 0s - loss: 0.0351
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 45
1/12 [=>............................] - ETA: 0s - loss: 0.0350
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 46
1/12 [=>............................] - ETA: 0s - loss: 0.0351
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 47
1/12 [=>............................] - ETA: 0s - loss: 0.0352
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 48
1/12 [=>............................] - ETA: 0s - loss: 0.0352
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 49
1/12 [=>............................] - ETA: 0s - loss: 0.0353
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.3899
Epoch: 50
1/12 [=>............................] - ETA: 0s - loss: 0.0353
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 51
1/12 [=>............................] - ETA: 0s - loss: 0.0353
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 52
1/12 [=>............................] - ETA: 0s - loss: 0.0354
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 53
1/12 [=>............................] - ETA: 0s - loss: 0.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.3899
Epoch: 54
1/12 [=>............................] - ETA: 0s - loss: 0.0355
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 55
1/12 [=>............................] - ETA: 0s - loss: 0.0356
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 56
1/12 [=>............................] - ETA: 0s - loss: 0.0357
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 57
1/12 [=>............................] - ETA: 0s - loss: 0.0357
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 58
1/12 [=>............................] - ETA: 0s - loss: 0.0358
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 59
1/12 [=>............................] - ETA: 0s - loss: 0.0359
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 60
1/12 [=>............................] - ETA: 0s - loss: 0.0360
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 3ms/step - loss: 0.3899
Epoch: 61
1/12 [=>............................] - ETA: 0s - loss: 0.0361
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 62
1/12 [=>............................] - ETA: 0s - loss: 0.0361
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 63
1/12 [=>............................] - ETA: 0s - loss: 0.0362
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 64
1/12 [=>............................] - ETA: 0s - loss: 0.0362
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 3ms/step - loss: 0.3900
Epoch: 65
1/12 [=>............................] - ETA: 0s - loss: 0.0363
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 66
1/12 [=>............................] - ETA: 0s - loss: 0.0364
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 67
1/12 [=>............................] - ETA: 0s - loss: 0.0365
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 68
1/12 [=>............................] - ETA: 0s - loss: 0.0365
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 3ms/step - loss: 0.3900
Epoch: 69
1/12 [=>............................] - ETA: 0s - loss: 0.0366
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 3ms/step - loss: 0.3900
Epoch: 70
1/12 [=>............................] - ETA: 0s - loss: 0.0366
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 71
1/12 [=>............................] - ETA: 0s - loss: 0.0367
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 72
1/12 [=>............................] - ETA: 0s - loss: 0.0368
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 73
1/12 [=>............................] - ETA: 0s - loss: 0.0370
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 74
1/12 [=>............................] - ETA: 0s - loss: 0.0371
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 3ms/step - loss: 0.3900
Epoch: 75
1/12 [=>............................] - ETA: 0s - loss: 0.0373
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 3ms/step - loss: 0.3900
Epoch: 76
1/12 [=>............................] - ETA: 0s - loss: 0.0374
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 77
1/12 [=>............................] - ETA: 0s - loss: 0.0375
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
12/12 [==============================] - 0s 2ms/step - loss: 0.3900
Epoch: 78
1/12 [=>............................] - ETA: 0s - loss: 0.0377
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 79
1/12 [=>............................] - ETA: 0s - loss: 0.0378
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
12/12 [==============================] - 0s 2ms/step - loss: 0.3899
Epoch: 80
1/12 [=>............................] - ETA: 0s - loss: 0.0380
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
Epoch: 81
1/12 [=>............................] - ETA: 0s - loss: 0.0383
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
12/12 [==============================] - 0s 2ms/step - loss: 0.3898
Epoch: 82
1/12 [=>............................] - ETA: 0s - loss: 0.0386
12/12 [==============================] - 0s 2ms/step - loss: 0.3897
12/12 [==============================] - 0s 2ms/step - loss: 0.3897
Epoch: 83
1/12 [=>............................] - ETA: 0s - loss: 0.0389
12/12 [==============================] - 0s 2ms/step - loss: 0.3896
12/12 [==============================] - 0s 2ms/step - loss: 0.3896
Epoch: 84
1/12 [=>............................] - ETA: 0s - loss: 0.0393
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
12/12 [==============================] - 0s 2ms/step - loss: 0.3895
Epoch: 85
1/12 [=>............................] - ETA: 0s - loss: 0.0397
12/12 [==============================] - 0s 2ms/step - loss: 0.3893
12/12 [==============================] - 0s 2ms/step - loss: 0.3893
Epoch: 86
1/12 [=>............................] - ETA: 0s - loss: 0.0400
12/12 [==============================] - 0s 2ms/step - loss: 0.3892
12/12 [==============================] - 0s 2ms/step - loss: 0.3892
Epoch: 87
1/12 [=>............................] - ETA: 0s - loss: 0.0404
12/12 [==============================] - 0s 2ms/step - loss: 0.3891
12/12 [==============================] - 0s 2ms/step - loss: 0.3891
Epoch: 88
1/12 [=>............................] - ETA: 0s - loss: 0.0409
12/12 [==============================] - 0s 2ms/step - loss: 0.3889
12/12 [==============================] - 0s 2ms/step - loss: 0.3889
Epoch: 89
1/12 [=>............................] - ETA: 0s - loss: 0.0414
12/12 [==============================] - 0s 2ms/step - loss: 0.3887
12/12 [==============================] - 0s 2ms/step - loss: 0.3887
Epoch: 90
1/12 [=>............................] - ETA: 0s - loss: 0.0420
12/12 [==============================] - 0s 2ms/step - loss: 0.3885
12/12 [==============================] - 0s 2ms/step - loss: 0.3885
Epoch: 91
1/12 [=>............................] - ETA: 0s - loss: 0.0427
12/12 [==============================] - 0s 2ms/step - loss: 0.3883
12/12 [==============================] - 0s 2ms/step - loss: 0.3883
Epoch: 92
1/12 [=>............................] - ETA: 0s - loss: 0.0435
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
12/12 [==============================] - 0s 2ms/step - loss: 0.3880
Epoch: 93
1/12 [=>............................] - ETA: 0s - loss: 0.0444
12/12 [==============================] - 0s 2ms/step - loss: 0.3878
12/12 [==============================] - 0s 2ms/step - loss: 0.3878
Epoch: 94
1/12 [=>............................] - ETA: 0s - loss: 0.0451
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
12/12 [==============================] - 0s 2ms/step - loss: 0.3875
Epoch: 95
1/12 [=>............................] - ETA: 0s - loss: 0.0461
12/12 [==============================] - 0s 2ms/step - loss: 0.3872
12/12 [==============================] - 0s 2ms/step - loss: 0.3872
Epoch: 96
1/12 [=>............................] - ETA: 0s - loss: 0.0473
12/12 [==============================] - 0s 2ms/step - loss: 0.3869
12/12 [==============================] - 0s 2ms/step - loss: 0.3869
Epoch: 97
1/12 [=>............................] - ETA: 0s - loss: 0.0484
12/12 [==============================] - 0s 2ms/step - loss: 0.3866
12/12 [==============================] - 0s 2ms/step - loss: 0.3866
Epoch: 98
1/12 [=>............................] - ETA: 0s - loss: 0.0495
12/12 [==============================] - 0s 2ms/step - loss: 0.3863
12/12 [==============================] - 0s 2ms/step - loss: 0.3863
Epoch: 99
1/12 [=>............................] - ETA: 0s - loss: 0.0504
12/12 [==============================] - 0s 2ms/step - loss: 0.3860
12/12 [==============================] - 0s 2ms/step - loss: 0.3860
Epoch: 100
1/12 [=>............................] - ETA: 0s - loss: 0.0514
12/12 [==============================] - 0s 2ms/step - loss: 0.3857
12/12 [==============================] - 0s 2ms/step - loss: 0.3857
Epoch: 101
1/12 [=>............................] - ETA: 0s - loss: 0.0525
12/12 [==============================] - 0s 2ms/step - loss: 0.3853
12/12 [==============================] - 0s 2ms/step - loss: 0.3853
Epoch: 102
1/12 [=>............................] - ETA: 0s - loss: 0.0536
12/12 [==============================] - 0s 2ms/step - loss: 0.3849
12/12 [==============================] - 0s 2ms/step - loss: 0.3849
Epoch: 103
1/12 [=>............................] - ETA: 0s - loss: 0.0548
12/12 [==============================] - 0s 2ms/step - loss: 0.3846
12/12 [==============================] - 0s 2ms/step - loss: 0.3846
Epoch: 104
1/12 [=>............................] - ETA: 0s - loss: 0.0556
12/12 [==============================] - 0s 2ms/step - loss: 0.3843
12/12 [==============================] - 0s 2ms/step - loss: 0.3843
Epoch: 105
1/12 [=>............................] - ETA: 0s - loss: 0.0564
12/12 [==============================] - 0s 2ms/step - loss: 0.3840
12/12 [==============================] - 0s 2ms/step - loss: 0.3840
Epoch: 106
1/12 [=>............................] - ETA: 0s - loss: 0.0574
12/12 [==============================] - 0s 2ms/step - loss: 0.3836
12/12 [==============================] - 0s 2ms/step - loss: 0.3836
Epoch: 107
1/12 [=>............................] - ETA: 0s - loss: 0.0585
12/12 [==============================] - 0s 2ms/step - loss: 0.3833
12/12 [==============================] - 0s 2ms/step - loss: 0.3833
Epoch: 108
1/12 [=>............................] - ETA: 0s - loss: 0.0596
12/12 [==============================] - 0s 2ms/step - loss: 0.3830
12/12 [==============================] - 0s 2ms/step - loss: 0.3830
Epoch: 109
1/12 [=>............................] - ETA: 0s - loss: 0.0605
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
12/12 [==============================] - 0s 2ms/step - loss: 0.3827
Epoch: 110
1/12 [=>............................] - ETA: 0s - loss: 0.0615
12/12 [==============================] - 0s 2ms/step - loss: 0.3823
12/12 [==============================] - 0s 2ms/step - loss: 0.3823
Epoch: 111
1/12 [=>............................] - ETA: 0s - loss: 0.0625
12/12 [==============================] - 0s 2ms/step - loss: 0.3820
12/12 [==============================] - 0s 3ms/step - loss: 0.3820
Epoch: 112
1/12 [=>............................] - ETA: 0s - loss: 0.0636
12/12 [==============================] - 0s 2ms/step - loss: 0.3817
12/12 [==============================] - 0s 2ms/step - loss: 0.3817
Epoch: 113
1/12 [=>............................] - ETA: 0s - loss: 0.0648
12/12 [==============================] - 0s 2ms/step - loss: 0.3814
12/12 [==============================] - 0s 2ms/step - loss: 0.3814
Epoch: 114
1/12 [=>............................] - ETA: 0s - loss: 0.0659
12/12 [==============================] - 0s 2ms/step - loss: 0.3811
12/12 [==============================] - 0s 2ms/step - loss: 0.3811
Epoch: 115
1/12 [=>............................] - ETA: 0s - loss: 0.0669
12/12 [==============================] - 0s 2ms/step - loss: 0.3809
12/12 [==============================] - 0s 2ms/step - loss: 0.3809
Epoch: 116
1/12 [=>............................] - ETA: 0s - loss: 0.0677
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
12/12 [==============================] - 0s 2ms/step - loss: 0.3806
Epoch: 117
1/12 [=>............................] - ETA: 0s - loss: 0.0685
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
12/12 [==============================] - 0s 2ms/step - loss: 0.3803
Epoch: 118
1/12 [=>............................] - ETA: 0s - loss: 0.0695
12/12 [==============================] - 0s 2ms/step - loss: 0.3800
12/12 [==============================] - 0s 2ms/step - loss: 0.3800
Epoch: 119
1/12 [=>............................] - ETA: 0s - loss: 0.0704
12/12 [==============================] - 0s 2ms/step - loss: 0.3798
12/12 [==============================] - 0s 2ms/step - loss: 0.3798
Epoch: 120
1/12 [=>............................] - ETA: 0s - loss: 0.0714
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
12/12 [==============================] - 0s 2ms/step - loss: 0.3795
Epoch: 121
1/12 [=>............................] - ETA: 0s - loss: 0.0723
12/12 [==============================] - 0s 2ms/step - loss: 0.3793
12/12 [==============================] - 0s 2ms/step - loss: 0.3793
Epoch: 122
1/12 [=>............................] - ETA: 0s - loss: 0.0731
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
12/12 [==============================] - 0s 2ms/step - loss: 0.3790
Epoch: 123
1/12 [=>............................] - ETA: 0s - loss: 0.0740
12/12 [==============================] - 0s 2ms/step - loss: 0.3788
12/12 [==============================] - 0s 3ms/step - loss: 0.3788
Epoch: 124
1/12 [=>............................] - ETA: 0s - loss: 0.0748
12/12 [==============================] - 0s 2ms/step - loss: 0.3786
12/12 [==============================] - 0s 2ms/step - loss: 0.3786
Epoch: 125
1/12 [=>............................] - ETA: 0s - loss: 0.0755
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
12/12 [==============================] - 0s 2ms/step - loss: 0.3783
Epoch: 126
1/12 [=>............................] - ETA: 0s - loss: 0.0763
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
12/12 [==============================] - 0s 2ms/step - loss: 0.3781
Epoch: 127
1/12 [=>............................] - ETA: 0s - loss: 0.0772
12/12 [==============================] - 0s 2ms/step - loss: 0.3778
12/12 [==============================] - 0s 2ms/step - loss: 0.3778
Epoch: 128
1/12 [=>............................] - ETA: 0s - loss: 0.0781
12/12 [==============================] - 0s 2ms/step - loss: 0.3777
12/12 [==============================] - 0s 2ms/step - loss: 0.3777
Epoch: 129
1/12 [=>............................] - ETA: 0s - loss: 0.0788
12/12 [==============================] - 0s 2ms/step - loss: 0.3775
12/12 [==============================] - 0s 3ms/step - loss: 0.3775
Epoch: 130
1/12 [=>............................] - ETA: 0s - loss: 0.0794
12/12 [==============================] - 0s 2ms/step - loss: 0.3773
12/12 [==============================] - 0s 2ms/step - loss: 0.3773
Epoch: 131
1/12 [=>............................] - ETA: 0s - loss: 0.0801
12/12 [==============================] - 0s 2ms/step - loss: 0.3771
12/12 [==============================] - 0s 2ms/step - loss: 0.3771
Epoch: 132
1/12 [=>............................] - ETA: 0s - loss: 0.0808
12/12 [==============================] - 0s 2ms/step - loss: 0.3769
12/12 [==============================] - 0s 2ms/step - loss: 0.3769
Epoch: 133
1/12 [=>............................] - ETA: 0s - loss: 0.0814
12/12 [==============================] - 0s 2ms/step - loss: 0.3767
12/12 [==============================] - 0s 2ms/step - loss: 0.3767
Epoch: 134
1/12 [=>............................] - ETA: 0s - loss: 0.0820
12/12 [==============================] - 0s 2ms/step - loss: 0.3765
12/12 [==============================] - 0s 3ms/step - loss: 0.3765
Epoch: 135
1/12 [=>............................] - ETA: 0s - loss: 0.0828
12/12 [==============================] - 0s 2ms/step - loss: 0.3763
12/12 [==============================] - 0s 2ms/step - loss: 0.3763
Epoch: 136
1/12 [=>............................] - ETA: 0s - loss: 0.0835
12/12 [==============================] - 0s 2ms/step - loss: 0.3761
12/12 [==============================] - 0s 2ms/step - loss: 0.3761
Epoch: 137
1/12 [=>............................] - ETA: 0s - loss: 0.0842
12/12 [==============================] - 0s 2ms/step - loss: 0.3760
12/12 [==============================] - 0s 2ms/step - loss: 0.3760
Epoch: 138
1/12 [=>............................] - ETA: 0s - loss: 0.0847
12/12 [==============================] - 0s 2ms/step - loss: 0.3758
12/12 [==============================] - 0s 2ms/step - loss: 0.3758
Epoch: 139
1/12 [=>............................] - ETA: 0s - loss: 0.0853
12/12 [==============================] - 0s 2ms/step - loss: 0.3756
12/12 [==============================] - 0s 2ms/step - loss: 0.3756
Epoch: 140
1/12 [=>............................] - ETA: 0s - loss: 0.0859
12/12 [==============================] - 0s 2ms/step - loss: 0.3754
12/12 [==============================] - 0s 2ms/step - loss: 0.3754
Epoch: 141
1/12 [=>............................] - ETA: 0s - loss: 0.0864
12/12 [==============================] - 0s 2ms/step - loss: 0.3753
12/12 [==============================] - 0s 2ms/step - loss: 0.3753
Epoch: 142
1/12 [=>............................] - ETA: 0s - loss: 0.0869
12/12 [==============================] - 0s 2ms/step - loss: 0.3751
12/12 [==============================] - 0s 2ms/step - loss: 0.3751
Epoch: 143
1/12 [=>............................] - ETA: 0s - loss: 0.0873
12/12 [==============================] - 0s 2ms/step - loss: 0.3750
12/12 [==============================] - 0s 2ms/step - loss: 0.3750
Epoch: 144
1/12 [=>............................] - ETA: 0s - loss: 0.0878
12/12 [==============================] - 0s 2ms/step - loss: 0.3748
12/12 [==============================] - 0s 2ms/step - loss: 0.3748
Epoch: 145
1/12 [=>............................] - ETA: 0s - loss: 0.0883
12/12 [==============================] - 0s 2ms/step - loss: 0.3746
12/12 [==============================] - 0s 2ms/step - loss: 0.3746
Epoch: 146
1/12 [=>............................] - ETA: 0s - loss: 0.0888
12/12 [==============================] - 0s 2ms/step - loss: 0.3745
12/12 [==============================] - 0s 2ms/step - loss: 0.3745
Epoch: 147
1/12 [=>............................] - ETA: 0s - loss: 0.0892
12/12 [==============================] - 0s 2ms/step - loss: 0.3743
12/12 [==============================] - 0s 2ms/step - loss: 0.3743
Epoch: 148
1/12 [=>............................] - ETA: 0s - loss: 0.0897
12/12 [==============================] - 0s 2ms/step - loss: 0.3742
12/12 [==============================] - 0s 2ms/step - loss: 0.3742
Epoch: 149
1/12 [=>............................] - ETA: 0s - loss: 0.0902
12/12 [==============================] - 0s 2ms/step - loss: 0.3740
12/12 [==============================] - 0s 3ms/step - loss: 0.3740
Epoch: 150
1/12 [=>............................] - ETA: 0s - loss: 0.0907
12/12 [==============================] - 0s 2ms/step - loss: 0.3739
12/12 [==============================] - 0s 2ms/step - loss: 0.3739
Epoch: 151
1/12 [=>............................] - ETA: 0s - loss: 0.0911
12/12 [==============================] - 0s 2ms/step - loss: 0.3738
12/12 [==============================] - 0s 3ms/step - loss: 0.3738
Epoch: 152
1/12 [=>............................] - ETA: 0s - loss: 0.0915
12/12 [==============================] - 0s 2ms/step - loss: 0.3736
12/12 [==============================] - 0s 3ms/step - loss: 0.3736
Epoch: 153
1/12 [=>............................] - ETA: 0s - loss: 0.0920
12/12 [==============================] - 0s 2ms/step - loss: 0.3735
12/12 [==============================] - 0s 2ms/step - loss: 0.3735
Epoch: 154
1/12 [=>............................] - ETA: 0s - loss: 0.0925
12/12 [==============================] - 0s 2ms/step - loss: 0.3733
12/12 [==============================] - 0s 2ms/step - loss: 0.3733
Epoch: 155
1/12 [=>............................] - ETA: 0s - loss: 0.0928
12/12 [==============================] - 0s 2ms/step - loss: 0.3732
12/12 [==============================] - 0s 3ms/step - loss: 0.3732
Epoch: 156
1/12 [=>............................] - ETA: 0s - loss: 0.0931
12/12 [==============================] - 0s 2ms/step - loss: 0.3731
12/12 [==============================] - 0s 2ms/step - loss: 0.3731
Epoch: 157
1/12 [=>............................] - ETA: 0s - loss: 0.0935
12/12 [==============================] - 0s 2ms/step - loss: 0.3730
12/12 [==============================] - 0s 2ms/step - loss: 0.3730
Epoch: 158
1/12 [=>............................] - ETA: 0s - loss: 0.0938
12/12 [==============================] - 0s 2ms/step - loss: 0.3728
12/12 [==============================] - 0s 2ms/step - loss: 0.3728
Epoch: 159
1/12 [=>............................] - ETA: 0s - loss: 0.0941
12/12 [==============================] - 0s 2ms/step - loss: 0.3727
12/12 [==============================] - 0s 2ms/step - loss: 0.3727
Epoch: 160
1/12 [=>............................] - ETA: 0s - loss: 0.0944
12/12 [==============================] - 0s 2ms/step - loss: 0.3726
12/12 [==============================] - 0s 2ms/step - loss: 0.3726
Epoch: 161
1/12 [=>............................] - ETA: 0s - loss: 0.0947
12/12 [==============================] - 0s 2ms/step - loss: 0.3725
12/12 [==============================] - 0s 2ms/step - loss: 0.3725
Epoch: 162
1/12 [=>............................] - ETA: 0s - loss: 0.0950
12/12 [==============================] - 0s 2ms/step - loss: 0.3724
12/12 [==============================] - 0s 2ms/step - loss: 0.3724
Epoch: 163
1/12 [=>............................] - ETA: 0s - loss: 0.0952
12/12 [==============================] - 0s 2ms/step - loss: 0.3722
12/12 [==============================] - 0s 3ms/step - loss: 0.3722
Epoch: 164
1/12 [=>............................] - ETA: 0s - loss: 0.0955
12/12 [==============================] - 0s 2ms/step - loss: 0.3721
12/12 [==============================] - 0s 2ms/step - loss: 0.3721
Epoch: 165
1/12 [=>............................] - ETA: 0s - loss: 0.0959
12/12 [==============================] - 0s 2ms/step - loss: 0.3720
12/12 [==============================] - 0s 2ms/step - loss: 0.3720
Epoch: 166
1/12 [=>............................] - ETA: 0s - loss: 0.0961
12/12 [==============================] - 0s 2ms/step - loss: 0.3719
12/12 [==============================] - 0s 2ms/step - loss: 0.3719
Epoch: 167
1/12 [=>............................] - ETA: 0s - loss: 0.0964
12/12 [==============================] - 0s 2ms/step - loss: 0.3718
12/12 [==============================] - 0s 2ms/step - loss: 0.3718
Epoch: 168
1/12 [=>............................] - ETA: 0s - loss: 0.0967
12/12 [==============================] - 0s 2ms/step - loss: 0.3717
12/12 [==============================] - 0s 2ms/step - loss: 0.3717
Epoch: 169
1/12 [=>............................] - ETA: 0s - loss: 0.0969
12/12 [==============================] - 0s 2ms/step - loss: 0.3716
12/12 [==============================] - 0s 2ms/step - loss: 0.3716
Epoch: 170
1/12 [=>............................] - ETA: 0s - loss: 0.0971
12/12 [==============================] - 0s 2ms/step - loss: 0.3715
12/12 [==============================] - 0s 2ms/step - loss: 0.3715
Epoch: 171
1/12 [=>............................] - ETA: 0s - loss: 0.0974
12/12 [==============================] - 0s 2ms/step - loss: 0.3714
12/12 [==============================] - 0s 2ms/step - loss: 0.3714
Epoch: 172
1/12 [=>............................] - ETA: 0s - loss: 0.0977
12/12 [==============================] - 0s 3ms/step - loss: 0.3713
12/12 [==============================] - 0s 4ms/step - loss: 0.3713
Epoch: 173
1/12 [=>............................] - ETA: 0s - loss: 0.0979
12/12 [==============================] - 0s 3ms/step - loss: 0.3712
12/12 [==============================] - 0s 3ms/step - loss: 0.3712
Epoch: 174
1/12 [=>............................] - ETA: 0s - loss: 0.0981
12/12 [==============================] - 0s 2ms/step - loss: 0.3711
12/12 [==============================] - 0s 3ms/step - loss: 0.3711
Epoch: 175
1/12 [=>............................] - ETA: 0s - loss: 0.0983
12/12 [==============================] - 0s 2ms/step - loss: 0.3710
12/12 [==============================] - 0s 3ms/step - loss: 0.3710
Epoch: 176
1/12 [=>............................] - ETA: 0s - loss: 0.0986
12/12 [==============================] - 0s 2ms/step - loss: 0.3709
12/12 [==============================] - 0s 3ms/step - loss: 0.3709
Epoch: 177
1/12 [=>............................] - ETA: 0s - loss: 0.0989
12/12 [==============================] - 0s 2ms/step - loss: 0.3708
12/12 [==============================] - 0s 2ms/step - loss: 0.3708
Epoch: 178
1/12 [=>............................] - ETA: 0s - loss: 0.0992
12/12 [==============================] - 0s 2ms/step - loss: 0.3708
12/12 [==============================] - 0s 2ms/step - loss: 0.3708
Epoch: 179
1/12 [=>............................] - ETA: 0s - loss: 0.0994
12/12 [==============================] - 0s 2ms/step - loss: 0.3707
12/12 [==============================] - 0s 2ms/step - loss: 0.3707
Epoch: 180
1/12 [=>............................] - ETA: 0s - loss: 0.0997
12/12 [==============================] - 0s 2ms/step - loss: 0.3706
12/12 [==============================] - 0s 3ms/step - loss: 0.3706
Epoch: 181
1/12 [=>............................] - ETA: 0s - loss: 0.0998
12/12 [==============================] - 0s 2ms/step - loss: 0.3705
12/12 [==============================] - 0s 2ms/step - loss: 0.3705
Epoch: 182
1/12 [=>............................] - ETA: 0s - loss: 0.1000
12/12 [==============================] - 0s 2ms/step - loss: 0.3704
12/12 [==============================] - 0s 3ms/step - loss: 0.3704
Epoch: 183
1/12 [=>............................] - ETA: 0s - loss: 0.1001
12/12 [==============================] - 0s 2ms/step - loss: 0.3703
12/12 [==============================] - 0s 2ms/step - loss: 0.3703
Epoch: 184
1/12 [=>............................] - ETA: 0s - loss: 0.1003
12/12 [==============================] - 0s 2ms/step - loss: 0.3702
12/12 [==============================] - 0s 2ms/step - loss: 0.3702
Epoch: 185
1/12 [=>............................] - ETA: 0s - loss: 0.1005
12/12 [==============================] - 0s 2ms/step - loss: 0.3702
12/12 [==============================] - 0s 2ms/step - loss: 0.3702
Epoch: 186
1/12 [=>............................] - ETA: 0s - loss: 0.1006
12/12 [==============================] - 0s 2ms/step - loss: 0.3701
12/12 [==============================] - 0s 2ms/step - loss: 0.3701
Epoch: 187
1/12 [=>............................] - ETA: 0s - loss: 0.1008
12/12 [==============================] - 0s 2ms/step - loss: 0.3700
12/12 [==============================] - 0s 2ms/step - loss: 0.3700
Epoch: 188
1/12 [=>............................] - ETA: 0s - loss: 0.1009
12/12 [==============================] - 0s 2ms/step - loss: 0.3699
12/12 [==============================] - 0s 2ms/step - loss: 0.3699
Epoch: 189
1/12 [=>............................] - ETA: 0s - loss: 0.1011
12/12 [==============================] - 0s 2ms/step - loss: 0.3699
12/12 [==============================] - 0s 3ms/step - loss: 0.3699
Epoch: 190
1/12 [=>............................] - ETA: 0s - loss: 0.1012
12/12 [==============================] - 0s 2ms/step - loss: 0.3698
12/12 [==============================] - 0s 2ms/step - loss: 0.3698
Epoch: 191
1/12 [=>............................] - ETA: 0s - loss: 0.1013
12/12 [==============================] - 0s 2ms/step - loss: 0.3697
12/12 [==============================] - 0s 2ms/step - loss: 0.3697
Epoch: 192
1/12 [=>............................] - ETA: 0s - loss: 0.1015
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
Epoch: 193
1/12 [=>............................] - ETA: 0s - loss: 0.1017
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
12/12 [==============================] - 0s 2ms/step - loss: 0.3696
Epoch: 194
1/12 [=>............................] - ETA: 0s - loss: 0.1019
12/12 [==============================] - 0s 2ms/step - loss: 0.3695
12/12 [==============================] - 0s 2ms/step - loss: 0.3695
Epoch: 195
1/12 [=>............................] - ETA: 0s - loss: 0.1020
12/12 [==============================] - 0s 2ms/step - loss: 0.3694
12/12 [==============================] - 0s 2ms/step - loss: 0.3694
Epoch: 196
1/12 [=>............................] - ETA: 0s - loss: 0.1022
12/12 [==============================] - 0s 2ms/step - loss: 0.3693
12/12 [==============================] - 0s 2ms/step - loss: 0.3693
Epoch: 197
1/12 [=>............................] - ETA: 0s - loss: 0.1023
12/12 [==============================] - 0s 2ms/step - loss: 0.3693
12/12 [==============================] - 0s 2ms/step - loss: 0.3693
Epoch: 198
1/12 [=>............................] - ETA: 0s - loss: 0.1024
12/12 [==============================] - 0s 2ms/step - loss: 0.3692
12/12 [==============================] - 0s 2ms/step - loss: 0.3692
Epoch: 199
1/12 [=>............................] - ETA: 0s - loss: 0.1025
12/12 [==============================] - 0s 2ms/step - loss: 0.3691
12/12 [==============================] - 0s 2ms/step - loss: 0.3691
Epoch: 200
1/12 [=>............................] - ETA: 0s - loss: 0.1026
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
Epoch: 201
1/12 [=>............................] - ETA: 0s - loss: 0.1027
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
12/12 [==============================] - 0s 2ms/step - loss: 0.3690
Epoch: 202
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3689
12/12 [==============================] - 0s 2ms/step - loss: 0.3689
Epoch: 203
1/12 [=>............................] - ETA: 0s - loss: 0.1030
12/12 [==============================] - 0s 2ms/step - loss: 0.3688
12/12 [==============================] - 0s 2ms/step - loss: 0.3688
Epoch: 204
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3687
12/12 [==============================] - 0s 2ms/step - loss: 0.3687
Epoch: 205
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3687
12/12 [==============================] - 0s 2ms/step - loss: 0.3687
Epoch: 206
1/12 [=>............................] - ETA: 0s - loss: 0.1030
12/12 [==============================] - 0s 2ms/step - loss: 0.3686
12/12 [==============================] - 0s 2ms/step - loss: 0.3686
Epoch: 207
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3685
12/12 [==============================] - 0s 2ms/step - loss: 0.3685
Epoch: 208
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3684
12/12 [==============================] - 0s 2ms/step - loss: 0.3684
Epoch: 209
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3683
12/12 [==============================] - 0s 2ms/step - loss: 0.3683
Epoch: 210
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3683
12/12 [==============================] - 0s 3ms/step - loss: 0.3683
Epoch: 211
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3682
12/12 [==============================] - 0s 2ms/step - loss: 0.3682
Epoch: 212
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3681
12/12 [==============================] - 0s 2ms/step - loss: 0.3681
Epoch: 213
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3680
12/12 [==============================] - 0s 2ms/step - loss: 0.3680
Epoch: 214
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3679
12/12 [==============================] - 0s 2ms/step - loss: 0.3679
Epoch: 215
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3678
12/12 [==============================] - 0s 2ms/step - loss: 0.3678
Epoch: 216
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3677
12/12 [==============================] - 0s 2ms/step - loss: 0.3677
Epoch: 217
1/12 [=>............................] - ETA: 0s - loss: 0.1027
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
12/12 [==============================] - 0s 2ms/step - loss: 0.3676
Epoch: 218
1/12 [=>............................] - ETA: 0s - loss: 0.1027
12/12 [==============================] - 0s 2ms/step - loss: 0.3675
12/12 [==============================] - 0s 2ms/step - loss: 0.3675
Epoch: 219
1/12 [=>............................] - ETA: 0s - loss: 0.1027
12/12 [==============================] - 0s 2ms/step - loss: 0.3674
12/12 [==============================] - 0s 2ms/step - loss: 0.3674
Epoch: 220
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3673
12/12 [==============================] - 0s 2ms/step - loss: 0.3673
Epoch: 221
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
12/12 [==============================] - 0s 2ms/step - loss: 0.3672
Epoch: 222
1/12 [=>............................] - ETA: 0s - loss: 0.1029
12/12 [==============================] - 0s 2ms/step - loss: 0.3671
12/12 [==============================] - 0s 2ms/step - loss: 0.3671
Epoch: 223
1/12 [=>............................] - ETA: 0s - loss: 0.1028
12/12 [==============================] - 0s 2ms/step - loss: 0.3671
12/12 [==============================] - 0s 2ms/step - loss: 0.3671
Epoch: 224
1/12 [=>............................] - ETA: 0s - loss: 0.1027
12/12 [==============================] - 0s 2ms/step - loss: 0.3670
12/12 [==============================] - 0s 2ms/step - loss: 0.3670
Epoch: 225
1/12 [=>............................] - ETA: 0s - loss: 0.1026
12/12 [==============================] - 0s 2ms/step - loss: 0.3668
12/12 [==============================] - 0s 2ms/step - loss: 0.3668
Epoch: 226
1/12 [=>............................] - ETA: 0s - loss: 0.1027
12/12 [==============================] - 0s 2ms/step - loss: 0.3668
12/12 [==============================] - 0s 2ms/step - loss: 0.3668
Epoch: 227
1/12 [=>............................] - ETA: 0s - loss: 0.1026
12/12 [==============================] - 0s 2ms/step - loss: 0.3667
12/12 [==============================] - 0s 2ms/step - loss: 0.3667
Epoch: 228
1/12 [=>............................] - ETA: 0s - loss: 0.1025
12/12 [==============================] - 0s 2ms/step - loss: 0.3666
12/12 [==============================] - 0s 2ms/step - loss: 0.3666
Epoch: 229
1/12 [=>............................] - ETA: 0s - loss: 0.1024
12/12 [==============================] - 0s 2ms/step - loss: 0.3665
12/12 [==============================] - 0s 3ms/step - loss: 0.3665
Epoch: 230
1/12 [=>............................] - ETA: 0s - loss: 0.1023
12/12 [==============================] - 0s 2ms/step - loss: 0.3664
12/12 [==============================] - 0s 2ms/step - loss: 0.3664
Epoch: 231
1/12 [=>............................] - ETA: 0s - loss: 0.1023
12/12 [==============================] - 0s 2ms/step - loss: 0.3663
12/12 [==============================] - 0s 2ms/step - loss: 0.3663
Epoch: 232
1/12 [=>............................] - ETA: 0s - loss: 0.1022
12/12 [==============================] - 0s 2ms/step - loss: 0.3662
12/12 [==============================] - 0s 2ms/step - loss: 0.3662
Epoch: 233
1/12 [=>............................] - ETA: 0s - loss: 0.1020
12/12 [==============================] - 0s 2ms/step - loss: 0.3661
12/12 [==============================] - 0s 2ms/step - loss: 0.3661
Epoch: 234
1/12 [=>............................] - ETA: 0s - loss: 0.1019
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
12/12 [==============================] - 0s 2ms/step - loss: 0.3660
Epoch: 235
1/12 [=>............................] - ETA: 0s - loss: 0.1017
12/12 [==============================] - 0s 2ms/step - loss: 0.3658
12/12 [==============================] - 0s 2ms/step - loss: 0.3658
Epoch: 236
1/12 [=>............................] - ETA: 0s - loss: 0.1016
12/12 [==============================] - 0s 2ms/step - loss: 0.3657
12/12 [==============================] - 0s 2ms/step - loss: 0.3657
Epoch: 237
1/12 [=>............................] - ETA: 0s - loss: 0.1014
12/12 [==============================] - 0s 2ms/step - loss: 0.3656
12/12 [==============================] - 0s 2ms/step - loss: 0.3656
Epoch: 238
1/12 [=>............................] - ETA: 0s - loss: 0.1012
12/12 [==============================] - 0s 2ms/step - loss: 0.3655
12/12 [==============================] - 0s 2ms/step - loss: 0.3655
Epoch: 239
1/12 [=>............................] - ETA: 0s - loss: 0.1010
12/12 [==============================] - 0s 2ms/step - loss: 0.3654
12/12 [==============================] - 0s 2ms/step - loss: 0.3654
Epoch: 240
1/12 [=>............................] - ETA: 0s - loss: 0.1009
12/12 [==============================] - 0s 2ms/step - loss: 0.3653
12/12 [==============================] - 0s 2ms/step - loss: 0.3653
Epoch: 241
1/12 [=>............................] - ETA: 0s - loss: 0.1007
12/12 [==============================] - 0s 2ms/step - loss: 0.3652
12/12 [==============================] - 0s 3ms/step - loss: 0.3652
Epoch: 242
1/12 [=>............................] - ETA: 0s - loss: 0.1006
12/12 [==============================] - 0s 2ms/step - loss: 0.3651
12/12 [==============================] - 0s 3ms/step - loss: 0.3651
Epoch: 243
1/12 [=>............................] - ETA: 0s - loss: 0.1005
12/12 [==============================] - 0s 2ms/step - loss: 0.3650
12/12 [==============================] - 0s 2ms/step - loss: 0.3650
Epoch: 244
1/12 [=>............................] - ETA: 0s - loss: 0.1003
12/12 [==============================] - 0s 2ms/step - loss: 0.3648
12/12 [==============================] - 0s 2ms/step - loss: 0.3648
Epoch: 245
1/12 [=>............................] - ETA: 0s - loss: 0.1001
12/12 [==============================] - 0s 2ms/step - loss: 0.3647
12/12 [==============================] - 0s 2ms/step - loss: 0.3647
Epoch: 246
1/12 [=>............................] - ETA: 0s - loss: 0.0999
12/12 [==============================] - 0s 2ms/step - loss: 0.3646
12/12 [==============================] - 0s 2ms/step - loss: 0.3646
Epoch: 247
1/12 [=>............................] - ETA: 0s - loss: 0.0996
12/12 [==============================] - 0s 2ms/step - loss: 0.3645
12/12 [==============================] - 0s 2ms/step - loss: 0.3645
Epoch: 248
1/12 [=>............................] - ETA: 0s - loss: 0.0994
12/12 [==============================] - 0s 2ms/step - loss: 0.3644
12/12 [==============================] - 0s 2ms/step - loss: 0.3644
Epoch: 249
1/12 [=>............................] - ETA: 0s - loss: 0.0991
12/12 [==============================] - 0s 2ms/step - loss: 0.3642
12/12 [==============================] - 0s 2ms/step - loss: 0.3642
Epoch: 250sample_predictions_lstm_tbl# Rolling origin forecast resampling 5.2.3 Assessing The Backtested Performance
rmse <-matrix()
for (i in 1:29) {
rmse[i] <- calc_rmse(sample_predictions_lstm_tbl$predict[[i]])$.estimate
}
print(rmse) [1] 0.8092850 3.2188952 2.0584049 2.5055316 2.2224047 3.1903535 8.2179181 5.9177647 2.3456443 1.2934397 0.7509888 2.1689249 2.9111516 1.8509620 3.4818410
[16] 1.4984152 2.0080181 2.3643725 2.3531096 2.3608608 3.8030620 3.0003913 3.6115523 2.8795712 1.3327170 3.1018842 2.1491223 1.3699813 1.6195905sample_predictions_lstm_tbl$rmse <- rmse
sample_rmse_tbl<- sample_predictions_lstm_tbl %>%
select(id, rmse)
sample_rmse_tblNAsample_rmse_tbl %>%
ggplot(aes(rmse)) +
geom_histogram(aes(y = ..density..), fill = palette_light()[[1]], bins = 18) +
geom_density(fill = palette_light()[[1]], alpha = 0.4) +
theme_tq() +
ggtitle("Histogram of RMSE")
sample_rmse_tbl %>%
summarize(
mean_rmse = mean(rmse),
sd_rmse = sd(rmse)
)5.2.4 Visualizing The Backtest Results
plot_predictions <- function(sampling_tbl, predictions_col,
ncol = 3, alpha = 1, size = 2, base_size = 14,
title = "Backtested Predictions") {
predictions_col_expr <- enquo(predictions_col)
# Map plot_split() to sampling_tbl
sampling_tbl_with_plots <- sampling_tbl %>%
mutate(gg_plots = map2(!! predictions_col_expr, id,
.f = plot_prediction,
alpha = alpha,
size = size,
base_size = base_size))
# Make plots with cowplot
plot_list <- sampling_tbl_with_plots$gg_plots
p_temp <- plot_list[[1]] + theme(legend.position = "bottom")
legend <- get_legend(p_temp)
p_body <- plot_grid(plotlist = plot_list, ncol = ncol)
p_title <- ggdraw() +
draw_label(title, size = 18, fontface = "bold", colour = palette_light()[[1]])
g <- plot_grid(p_title, p_body, legend, ncol = 1, rel_heights = c(0.05, 1, 0.05))
return(g)
}sample_predictions_lstm_tbl %>%
plot_predictions(predictions_col = predict, alpha = 0.5, size = 1, base_size = 10,
title = "Keras Stateful LSTM: Backtested Predictions")
---
title: "LSTM 2"
author: "Annie Yang"
date: "10/10/2020"
output: 
  html_notebook:
    toc: yes
    toc_float: yes
---

# 1.0 Libraries

```{r, warning=FALSE}
# Core Tidyverse
library(tidyverse)
library(glue)
library(forcats)

# Time Series
library(timetk)
library(tidyquant)
library(tibbletime)

# Visualization
library(cowplot)

# Preprocessing
library(recipes)

# Sampling / Accuracy
library(rsample)
library(yardstick) 

# Modeling
library(keras)
```

# 2.0 Data

```{r, warning=FALSE}
df <-  read.csv("D:/IIT-master/CS-571-Data Preparation & Analysis-master/project/diabetes_ds/sample_dat.csv", sep=",", header=T, stringsAsFactors = T)

value <- df$IMPUTED

db.date <- paste0(df$YEAR,'-',df$MONTH,'-',df$DAY)
db.time <- paste0(df$HOUR,':',df$MIN,':',df$SEC)


cgm_data <- data.frame(value)
cgm_data$index <-as.POSIXct(paste(db.date, db.time), format="%Y-%m-%d %H:%M:%S")

#Re-ordered
cgm_data <- cgm_data[colnames(cgm_data)[c(2, 1)]]

cgm_data <- as_tbl_time(cgm_data, index = index)


cgm_data
```

# 3.0 Exploratory Data Analysis

# 3.1 Visualizing Sunspot Data With Cowplot
```{r, fig.width=16, warning=FALSE, echo=FALSE, fig.height=12}
p1 <- cgm_data %>%
    filter_time("2019-08-01 00:00" ~ "2019-08-31 00:00") %>%
    ggplot(aes(index, value)) +
    geom_point(color = palette_light()[[1]], alpha = 5, size=1) +
    theme_tq() +
    labs(
        title = "From Aug 1st to Aug 31st"
    )
p2 <- cgm_data %>%
    filter_time("2019-08-01 00:00" ~ "2019-08-05 00:00") %>%
    ggplot(aes(index, value)) +
    geom_line(color = palette_light()[[1]], alpha = 0.1) +
    geom_point(color = palette_light()[[1]]) +
    geom_smooth(method = "loess", span = 0.2, se = FALSE) +
    theme_tq() +
    labs(
        title = "From Aug 1st to Aug 7nd (One week data)"
    )

p_title <- ggdraw() + 
    draw_label("CGM dataset 2019", size = 18, fontface = "bold", colour = palette_light()[[1]])
plot_grid(p_title, p1, p2, ncol = 1, rel_heights = c(0.1, 1, 1))
```

# 3.2 Evaluating The ACF
```{r}
tidy_acf <- function(data, value, lags = 0:20) {
    
    value_expr <- enquo(value)
    
    acf_values <- data %>%
        pull(value) %>%
        acf(lag.max = tail(lags, 1), plot = FALSE) %>%
        .$acf %>%
        .[,,1]
    
    ret <- tibble(acf = acf_values) %>%
        rowid_to_column(var = "lag") %>%
        mutate(lag = lag - 1) %>%
        filter(lag %in% lags)
    
    return(ret)
}
```


```{r}
cgm_data <- cgm_data %>%
    filter_time("2019-08-01 00:00" ~ "2019-08-31 00:00") 

max_lag <- 1000

cgm_data %>%
    tidy_acf(value, lags = 0:max_lag)
```

```{r}
cgm_data %>%
    tidy_acf(value, lags = 0:max_lag) %>%
    ggplot(aes(lag, acf)) +
    geom_segment(aes(xend = lag, yend = 0), color = palette_light()[[1]]) +
    #geom_vline(xintercept = 2016, size = 3, color = palette_light()[[2]]) +
    #annotate("text", label = "1 Week Mark", x = 130, y = 0.8, 
    #         color = palette_light()[[2]], size = 3, hjust = 0) +
    theme_tq() +
    labs(title = "ACF: CGM ")
```

```{r}
cgm_data %>%
    tidy_acf(value, lags = 0:350) %>%
    ggplot(aes(lag, acf)) +
    #geom_vline(xintercept = 120, size = 3, color = palette_light()[[2]]) +
    geom_segment(aes(xend = lag, yend = 0), color = palette_light()[[1]]) +
    geom_point(color = palette_light()[[1]], size = 2) +
    #geom_label(aes(label = acf %>% round(2)), vjust = -1,
    #          color = palette_light()[[1]]) +
    #annotate("text", label = "10 Year Mark", x = 121, y = 0.8, 
    #         color = palette_light()[[2]], size = 5, hjust = 0) +
    theme_tq() +
    labs(title = "ACF: CGM")
#, subtitle = "Zoomed in on Lags 115 to 135")
```

```{r}
optimal_lag_setting <- cgm_data %>%
    tidy_acf(value, lags = 300:350) %>%
    filter(acf == max(acf)) %>%
    pull(lag)

optimal_lag_setting
```

# 4.0 Backtesting: Time Series Cross Validation

# 4.1 Developing A Backtesting Strategy

```{r, warning=FALSE, echo=FALSE}
periods_train <- 12*24# 1 days
periods_test  <- 12*2 # 2 hours
skip_span     <- 12 * 24

rolling_origin_resamples <- rolling_origin(
    cgm_data,
    initial    = periods_train,
    assess     = periods_test,
    cumulative = FALSE,
    skip       = skip_span
)

rolling_origin_resamples
```

```{r}
# Plotting function for a single split
plot_split <- function(split, expand_y_axis = TRUE, alpha = 1, size = 1, base_size = 14) {
    
    # Manipulate data
    train_tbl <- training(split) %>%
        add_column(key = "training") 
    
    test_tbl  <- testing(split) %>%
        add_column(key = "testing") 
    
    data_manipulated <- bind_rows(train_tbl, test_tbl) %>%
        as_tbl_time(index = index) %>%
        mutate(key = fct_relevel(key, "training", "testing"))
    
    # Collect attributes
    train_time_summary <- train_tbl %>%
        tk_index() %>%
        tk_get_timeseries_summary()
    
    test_time_summary <- test_tbl %>%
        tk_index() %>%
        tk_get_timeseries_summary()
    
    # Visualize
    g <- data_manipulated %>%
        ggplot(aes(x = index, y = value, color = key)) +
        geom_line(size = size, alpha = alpha) +
        theme_tq(base_size = base_size) +
        scale_color_tq() +
        labs(
            title    = glue("Split: {split$id}"),
            subtitle = glue("{train_time_summary$start} to {test_time_summary$end}"),
            y = "", x = ""
        ) +
        theme(legend.position = "none") 
    
    
    
    return(g)
}
```

```{r, warning=FALSE}
rolling_origin_resamples$splits[[1]] %>%
    plot_split() +
    theme(legend.position = "bottom")
```


```{r}
# Plotting function that scales to all splits 
plot_sampling_plan <- function(sampling_tbl, expand_y_axis = TRUE, 
                               ncol = 3, alpha = 1, size = 1, base_size = 14, 
                               title = "Sampling Plan") {
    
    # Map plot_split() to sampling_tbl
    sampling_tbl_with_plots <- sampling_tbl %>%
        mutate(gg_plots = map(splits, plot_split, 
                              expand_y_axis = expand_y_axis,
                              alpha = alpha, base_size = base_size))
    
    # Make plots with cowplot
    plot_list <- sampling_tbl_with_plots$gg_plots 
    
    p_temp <- plot_list[[1]] + theme(legend.position = "bottom")
    legend <- get_legend(p_temp)
    
    p_body  <- plot_grid(plotlist = plot_list, ncol = ncol)
    
    p_title <- ggdraw() + 
        draw_label(title, size = 18, fontface = "bold", colour = palette_light()[[1]])
    
    g <- plot_grid(p_title, p_body, legend, ncol = 1, rel_heights = c(0.05, 1, 0.05))
    
    return(g)
    
}
```

```{r, fig.width=12, fig.height=12, fig.height=16}
rolling_origin_resamples %>%
    plot_sampling_plan(expand_y_axis = T, ncol = 3, alpha = 1, size = 1, base_size = 10, 
                       title = "Backtesting Strategy: Rolling Origin Sampling Plan")
```

# 5.0 Modeling The Keras Stateful LSTM Model

#5.1 Single LSTM
```{r}
split    <- rolling_origin_resamples$splits[[1]]
split_id <- rolling_origin_resamples$id[[1]]
```

# 5.1.1 Visualizing The Split
```{r}
plot_split(split, expand_y_axis = FALSE, size = 1) +
    theme(legend.position = "bottom") +
    ggtitle(glue("Split: {split_id}"))
```

# 5.1.2 Data Setup
```{r, warning=FALSE}
df_trn <- training(split)
df_tst <- testing(split)
df <- bind_rows(
    df_trn %>% add_column(key = "training"),
    df_tst %>% add_column(key = "testing")
) %>% 
    as_tbl_time(index = index)
df
```

# 5.1.3 Preprocessing With Recipes
```{r}
rec_obj <- recipe(value ~ ., df) %>%
    step_sqrt(value) %>%
    step_center(value) %>%
    step_scale(value) %>%
    prep()
df_processed_tbl <- bake(rec_obj, df)
df_processed_tbl
```

```{r}
center_history <- rec_obj$steps[[2]]$means["value"]
scale_history  <- rec_obj$steps[[3]]$sds["value"]
c("center" = center_history, "scale" = scale_history)
```

# 5.1.4 LSTM Plan
```{r}
# Model inputs
lag_setting  <- nrow(df_tst)
batch_size   <- 12
train_length <- 12*12
tsteps       <- 1
epochs       <- 300
```

# 5.1.5 2D And 3D Train/Test Arrays
```{r}
# Training Set
lag_train_tbl <- df_processed_tbl %>%
    mutate(value_lag = lag(value, n = lag_setting)) %>%
    filter(!is.na(value_lag)) %>%
    filter(key == "training") %>%
    tail(train_length)
x_train_vec <- lag_train_tbl$value_lag
x_train_arr <- array(data = x_train_vec, dim = c(length(x_train_vec), 1, 1))
y_train_vec <- lag_train_tbl$value
y_train_arr <- array(data = y_train_vec, dim = c(length(y_train_vec), 1))
# Testing Set
lag_test_tbl <- df_processed_tbl %>%
    mutate(
        value_lag = lag(value, n = lag_setting)
    ) %>%
    filter(!is.na(value_lag)) %>%
    filter(key == "testing")
x_test_vec <- lag_test_tbl$value_lag
x_test_arr <- array(data = x_test_vec, dim = c(length(x_test_vec), 1, 1))
y_test_vec <- lag_test_tbl$value
y_test_arr <- array(data = y_test_vec, dim = c(length(y_test_vec), 1))
```

# 5.1.6 Building The LSTM Model
```{r, warning=FALSE}
model <- NULL

create_model <- function(){
  keras_model_sequential() %>%
    layer_lstm(units            = 1, 
               input_shape      = c(tsteps, 1), 
               batch_size       = batch_size,
               return_sequences = TRUE, 
               stateful         = TRUE) %>% 
    #layer_lstm(units            = 8, 
    #          batch_size       = batch_size,
    #           return_sequences = TRUE, 
    #           stateful         = TRUE) %>% 
    layer_dense(units = 32, activation = 'tanh') %>%
    layer_dense(units = 24, activation = 'tanh') %>%
    layer_dense(units = 16, activation = 'tanh') %>%
    layer_dense(units = 8, activation = 'tanh') %>%
    layer_lstm(units            = 8, 
              batch_size       = batch_size,
               return_sequences = TRUE, 
               stateful         = TRUE)%>%
    compile(loss = 'mae', optimizer = 'adam')
}

model <- create_model()

model
```

# 5.1.7 Fitting The LSTM Model
```{r}
for (i in 1:epochs) {
    model %>% fit(x          = x_train_arr, 
                  y          = y_train_arr, 
                  batch_size = batch_size,
                  epochs     = 1, 
                  verbose    = 1, 
                  shuffle    = FALSE)
    
    model %>% reset_states()
    cat("Epoch: ", i)
    
}
```

# 5.1.8 Predicting Using The LSTM Model
```{r, warning=FALSE}
# Make Predictions
pred_out <- model %>% 
    predict(x_test_arr, batch_size = batch_size)%>%
    .[,1,8]

# Retransform values
pred_tbl <- tibble(
    index   = lag_test_tbl$index,
    value   = (pred_out * scale_history + center_history)^2
) 
# Combine actual data with predictions
tbl_1 <- df_trn %>%
    add_column(key = "actual")
tbl_2 <- df_tst %>%
    add_column(key = "actual")
tbl_3 <- pred_tbl %>%
    add_column(key = "predict")
# Create time_bind_rows() to solve dplyr issue
time_bind_rows <- function(data_1, data_2, index) {
    index_expr <- enquo(index)
    bind_rows(data_1, data_2) %>%
        as_tbl_time(index = !! index_expr)
}
ret <- list(tbl_1, tbl_2, tbl_3) %>%
    reduce(time_bind_rows, index = index) %>%
    arrange(key, index) %>%
    mutate(key = as_factor(key))
ret
```

# 5.1.9 Assessing Performance Of The LSTM On A Single Split
```{r}
calc_rmse <- function(prediction_tbl) {
    
    rmse_calculation <- function(data) {
        data %>%
            spread(key = key, value = value) %>%
            select(-index) %>%
            filter(!is.na(predict)) %>%
            rename(
                truth    = actual,
                estimate = predict
            ) %>%
            rmse(truth, estimate)
    }
    
    safe_rmse <- possibly(rmse_calculation, otherwise = NA)
    
    safe_rmse(prediction_tbl)
        
}
```

```{r}
calc_rmse(ret)$.estimate
```

# 5.1.10 Visualizing The Single Prediction
```{r}
# Setup single plot function
plot_prediction <- function(data, id, alpha = 1, size = 2, base_size = 14) {
    
    rmse_val <- calc_rmse(data)$.estimate
    
    g <- data %>%
        ggplot(aes(index, value, color = key)) +
        geom_point(alpha = alpha, size = size) + 
        theme_tq(base_size = base_size) +
        scale_color_tq() +
        theme(legend.position = "none") +
        labs(
            title = glue("{id}, RMSE: {round(rmse_val, digits = 1)}"),
            x = "", y = ""
        )
    
    return(g)
}
```

```{r, fig.width=12}
ret %>% 
    plot_prediction(id = split_id, alpha = 0.5) +
    theme(legend.position = "bottom")
```
# 5.2 Backtesting The LSTM On All Eleven Samples

# 5.2.1 Creating An LSTM Prediction Function

```{r}
predict_keras_lstm <- function(split, epochs = 300, ...) {
    
    lstm_prediction <- function(split, epochs, ...) {
        
        # 5.1.2 Data Setup
        df_trn <- training(split)
        df_tst <- testing(split)
        
        df <- bind_rows(
            df_trn %>% add_column(key = "training"),
            df_tst %>% add_column(key = "testing")
        ) %>% 
            as_tbl_time(index = index)
        
        # 5.1.3 Preprocessing
        rec_obj <- recipe(value ~ ., df) %>%
            step_sqrt(value) %>%
            step_center(value) %>%
            step_scale(value) %>%
            prep()
        
        df_processed_tbl <- bake(rec_obj, df)
        
        center_history <- rec_obj$steps[[2]]$means["value"]
        scale_history  <- rec_obj$steps[[3]]$sds["value"]
        
        # 5.1.4 LSTM Plan
        lag_setting  <- nrow(df_tst)
        batch_size   <- 12
        train_length <- 12*12
        tsteps       <- 1
        epochs       <- epochs
        
        # 5.1.5 Train/Test Setup
        lag_train_tbl <- df_processed_tbl %>%
            mutate(value_lag = lag(value, n = lag_setting)) %>%
            filter(!is.na(value_lag)) %>%
            filter(key == "training") %>%
            tail(train_length)
        
        x_train_vec <- lag_train_tbl$value_lag
        x_train_arr <- array(data = x_train_vec, dim = c(length(x_train_vec), 1, 1))
        
        y_train_vec <- lag_train_tbl$value
        y_train_arr <- array(data = y_train_vec, dim = c(length(y_train_vec), 1))
        
        lag_test_tbl <- df_processed_tbl %>%
            mutate(
                value_lag = lag(value, n = lag_setting)
            ) %>%
            filter(!is.na(value_lag)) %>%
            filter(key == "testing")
        
        x_test_vec <- lag_test_tbl$value_lag
        x_test_arr <- array(data = x_test_vec, dim = c(length(x_test_vec), 1, 1))
        
        y_test_vec <- lag_test_tbl$value
        y_test_arr <- array(data = y_test_vec, dim = c(length(y_test_vec), 1))
                
        # 5.1.6 LSTM Model
        model <- NULL

        model <- create_model()
        
        # 5.1.7 Fitting LSTM
        for (i in 1:epochs) {
            model %>% fit(x          = x_train_arr, 
                          y          = y_train_arr, 
                          batch_size = batch_size,
                          epochs     = 1, 
                          verbose    = 1, 
                          shuffle    = FALSE)
            
            model %>% reset_states()
            cat("Epoch: ", i)
            
        }
        
        # 5.1.8 Predict and Return Tidy Data
        # Make Predictions
        pred_out <- model %>% 
            predict(x_test_arr, batch_size = batch_size) %>%
            .[,1,8] 
        
        # Retransform values
        pred_tbl <- tibble(
            index   = lag_test_tbl$index,
            value   = (pred_out * scale_history + center_history)^2
        ) 
        
        # Combine actual data with predictions
        tbl_1 <- df_trn %>%
            add_column(key = "actual")
        
        tbl_2 <- df_tst %>%
            add_column(key = "actual")
        
        tbl_3 <- pred_tbl %>%
            add_column(key = "predict")
        
        # Create time_bind_rows() to solve dplyr issue
        time_bind_rows <- function(data_1, data_2, index) {
            index_expr <- enquo(index)
            bind_rows(data_1, data_2) %>%
                as_tbl_time(index = !! index_expr)
        }
        
        ret <- list(tbl_1, tbl_2, tbl_3) %>%
            reduce(time_bind_rows, index = index) %>%
            arrange(key, index) %>%
            mutate(key = as_factor(key))

        return(ret)
        
    }
    
    safe_lstm <- possibly(lstm_prediction, otherwise = NA)
    
    safe_lstm(split, epochs, ...)
    
}
```

```{r, warning=FALSE}
predict_keras_lstm(split, epochs = 100)
```

# 5.2.2 Mapping The LSTM Prediction Function Over The 8 Samples

```{r}
sample_predictions_lstm_tbl <- rolling_origin_resamples %>%
     mutate(predict = map(splits, predict_keras_lstm, epochs = 250))
```

```{r}
sample_predictions_lstm_tbl
```

# 5.2.3 Assessing The Backtested Performance

```{r, warning=FALSE}
rmse <-matrix()
for (i in 1:29) {
  rmse[i] <- calc_rmse(sample_predictions_lstm_tbl$predict[[i]])$.estimate
}

print(rmse)
sample_predictions_lstm_tbl$rmse <- rmse

sample_rmse_tbl<- sample_predictions_lstm_tbl %>%
  select(id, rmse)

sample_rmse_tbl

```

```{r,fig.width=12}
sample_rmse_tbl %>%
    ggplot(aes(rmse)) +
    geom_histogram(aes(y = ..density..), fill = palette_light()[[1]], bins = 18) +
    geom_density(fill = palette_light()[[1]], alpha = 0.4) +
    theme_tq() +
    ggtitle("Histogram of RMSE")
```

```{r}
sample_rmse_tbl %>%
    summarize(
        mean_rmse = mean(rmse),
        sd_rmse   = sd(rmse)
    )
```

# 5.2.4 Visualizing The Backtest Results
```{r}
plot_predictions <- function(sampling_tbl, predictions_col, 
                             ncol = 3, alpha = 1, size = 2, base_size = 14,
                             title = "Backtested Predictions") {
    
    predictions_col_expr <- enquo(predictions_col)
    
    # Map plot_split() to sampling_tbl
    sampling_tbl_with_plots <- sampling_tbl %>%
        mutate(gg_plots = map2(!! predictions_col_expr, id, 
                               .f        = plot_prediction, 
                               alpha     = alpha, 
                               size      = size, 
                               base_size = base_size)) 
    
    # Make plots with cowplot
    plot_list <- sampling_tbl_with_plots$gg_plots 
    
    p_temp <- plot_list[[1]] + theme(legend.position = "bottom")
    legend <- get_legend(p_temp)
    
    p_body  <- plot_grid(plotlist = plot_list, ncol = ncol)
    
    
    
    p_title <- ggdraw() + 
        draw_label(title, size = 18, fontface = "bold", colour = palette_light()[[1]])
    
    g <- plot_grid(p_title, p_body, legend, ncol = 1, rel_heights = c(0.05, 1, 0.05))
    
    return(g)
    
}
```

```{r, fig.width=12, fig.height=20}
sample_predictions_lstm_tbl %>%
    plot_predictions(predictions_col = predict, alpha = 0.5, size = 1, base_size = 10,
                     title = "Keras Stateful LSTM: Backtested Predictions")
```














